부산대학교 도서관

Wesley Wei; Emma García; Michael A. DiNapoli; Susan Kemper Patrick; Melanie Leung-Gagné; Learning Policy Institute

Learning Policy Institute. 2025.

Comanici, Gheorghe; Bieber, Eric; Schaekermann, Mike; Pasupat, Ice; Sachdeva, Noveen; Dhillon, Inderjit; Blistein, Marcel; Ram, Ori; Zhang, Dan; Rosen, Evan; Marris, Luke; Petulla, Sam; Gaffney, Colin; Aharoni, Asaf; Lintz, Nathan; Pais, Tiago Cardal; Jacobsson, Henrik; Szpektor, Idan; Jiang, Nan-Jiang; Haridasan, Krishna; Omran, Ahmed; Saunshi, Nikunj; Bahri, Dara; Mishra, Gaurav; Chu, Eric; Boyd, Toby; Hekman, Brad; Parisi, Aaron; Zhang, Chaoyi; Kawintiranon, Kornraphop; Bedrax-Weiss, Tania; Wang, Oliver; Xu, Ya; Purkiss, Ollie; Mendlovic, Uri; Deutel, Ilaï; Nguyen, Nam; Langley, Adam; Korn, Flip; Rossazza, Lucia; Ramé, Alexandre; Waghmare, Sagar; Miller, Helen; Byrd, Nathan; Sheshan, Ashrith; Hadsell, Raia; Bhardwaj, Sangnie; Janus, Pawel; Rissa, Tero; Horgan, Dan; Abdagic, Alvin; Belenki, Lior; Allingham, James; Singh, Anima; Guidroz, Theo; Srinivasan, Srivatsan; Schmit, Herman; Chiafullo, Kristen; Elisseeff, Andre; Jha, Nilpa; Kolhar, Prateek; Berrada, Leonard; Ding, Frank; Si, Xiance; Mallick, Shrestha Basu; Och, Franz; Erell, Sofia; Ni, Eric; Latkar, Tejasi; Yang, Sherry; Sirkovic, Petar; Feng, Ziqiang; Leland, Robert; Hornung, Rachel; Wu, Gang; Blundell, Charles; Alvari, Hamidreza; Huang, Po-Sen; Yip, Cathy; Deur, Sanja; Liu, Li; Surita, Gabriela; Duque, Pablo; Damen, Dima; Jia, Johnson; Guez, Arthur; Mircea, Markus; Sinha, Animesh; Magni, Alberto; Stradomski, Paweł; Marian, Tal; Galić, Vlado; Chen, Wenhu; Husain, Hisham; Singhal, Achintya; Grewe, Dominik; Aubet, François-Xavier; Song, Shuang; Blanco, Lorenzo; Rechis, Leland; Ho, Lewis; Munoz, Rich; Zheng, Kelvin; Hamrick, Jessica; Mather, Kevin; Taitelbaum, Hagai; Rutherford, Eliza; Lei, Yun; Chen, Kuangyuan; Shukla, Anand; Moreira, Erica; Doi, Eric; Isik, Berivan; Shabat, Nir; Rogozińska, Dominika; Kolipaka, Kashyap; Chang, Jason; Vušak, Eugen; Venkatachary, Srinivasan; Noghabi, Shadi; Bharti, Tarun; Jun, Younghoon; Zaks, Aleksandr; Green, Simon; Challagundla, Jeshwanth; Wong, William; Mohammad, Muqthar; Hirsch, Dean; Cheng, Yong; Naim, Iftekhar; Proleev, Lev; Vincent, Damien; Singh, Aayush; Krikun, Maxim; Krishnan, Dilip; Ghahramani, Zoubin; Atias, Aviel; Aggarwal, Rajeev; Kirov, Christo; Vytiniotis, Dimitrios; Koh, Christy; Chronopoulou, Alexandra; Dogra, Pawan; Ion, Vlad-Doru; Tyen, Gladys; Lee, Jason; Weissenberger, Felix; Strohman, Trevor; Balakrishna, Ashwin; Rae, Jack; Velic, Marko; de Liedekerke, Raoul; Elyada, Oded; Yuan, Wentao; Liu, Canoee; Shani, Lior; Kishchenko, Sergey; Alessio, Bea; Li, Yandong; Song, Richard; Kwei, Sam; Jankowski, Orion; Pappu, Aneesh; Namiki, Youhei; Ma, Yenai; Tripuraneni, Nilesh; Cherry, Colin; Ikonomidis, Marissa; Ling, Yu-Cheng; Ji, Colin; Westberg, Beka; Wright, Auriel; Yu, Da; Parkinson, David; Ramaswamy, Swaroop; Connor, Jerome; Yeganeh, Soheil Hassas; Grover, Snchit; Kenwright, George; Litchev, Lubo; Apps, Chris; Tomala, Alex; Halim, Felix; Castro-Ros, Alex; Li, Zefei; Boral, Anudhyan; Sho, Pauline; Yarom, Michal; Malmi, Eric; Klinghoffer, David; Lin, Rebecca; Ansell, Alan; S, Pradeep Kumar; Zhao, Shubin; Zuo, Siqi; Santoro, Adam; Cheng, Heng-Tze; Demmessie, Solomon; Liu, Yuchi; Brichtova, Nicole; Culp, Allie; Braun, Nathaniel; Graur, Dan; Ng, Will; Mehta, Nikhil; Phillips, Aaron; Sundberg, Patrik; Godbole, Varun; Liu, Fangyu; Katariya, Yash; Rim, David; Seyedhosseini, Mojtaba; Ammirati, Sean; Valfridsson, Jonas; Malihi, Mahan; Knight, Timothy; Toor, Andeep; Lampe, Thomas; Ittycheriah, Abe; Chiang, Lewis; Yeung, Chak; Fréchette, Alexandre; Rao, Jinmeng; Wang, Huisheng; Srivastava, Himanshu; Zhang, Richard; Rhodes, Rocky; Brand, Ariel; Weesner, Dean; Figotin, Ilya; Gimeno, Felix; Fellinger, Rachana; Marcenac, Pierre; Leal, José; Marcus, Eyal; Cotruta, Victor; Cabrera, Rodrigo; Luo, Sheryl; Garrette, Dan; Axelrod, Vera; Baltateanu, Sorin; Barker, David; Chen, Dongkai; Toma, Horia; Ingram, Ben; Riesa, Jason; Kulkarni, Chinmay; Zhang, Yujing; Liu, Hongbin; Wang, Chao; Polacek, Martin; Wu, Will; Hui, Kai; Reyes, Adrian N; Su, Yi; Barnes, Megan; Malhi, Ishaan; Siddiqui, Anfal; Feng, Qixuan; Damaschin, Mihai; Pighin, Daniele; Steiner, Andreas; Yang, Samuel; Boppana, Ramya Sree; Ivanov, Simeon; Kandoor, Arun; Shah, Aditya; Mujika, Asier; Huang, Da; Choquette-Choo, Christopher A.; Patel, Mohak; Yu, Tianhe; Creswell, Toni; Jerry; Liu; Barros, Catarina; Razeghi, Yasaman; Roy, Aurko; Culliton, Phil; Xiong, Binbin; Pan, Jiaqi; Strohmann, Thomas; Powell, Tolly; Seal, Babi; DeCarlo, Doug; Shyam, Pranav; Katircioglu, Kaan; Wang, Xuezhi; Hardin, Cassidy; Odisho, Immanuel; Broder, Josef; Chang, Oscar; Nair, Arun; Shtefan, Artem; O'Brien, Maura; Agarwal, Manu; Potluri, Sahitya; Goyal, Siddharth; Jhindal, Amit; Thakur, Saksham; Stuken, Yury; Lyon, James; Toutanova, Kristina; Feng, Fangxiaoyu; Wu, Austin; Horn, Ben; Wang, Alek; Cullum, Alex; Taubman, Gabe; Shrivastava, Disha; Shi, Chongyang; Tomlinson, Hamish; Patel, Roma; Tu, Tao; Oflazer, Ada Maksutaj; Pongetti, Francesco; Yang, Mingyao; Taïga, Adrien Ali; Perot, Vincent; Pierse, Nuo Wang; Han, Feng; Drori, Yoel; Iturrate, Iñaki; Chakrabarti, Ayan; Yeung, Legg; Dopson, Dave; Chen, Yi-ting; Kulshreshtha, Apoorv; Guo, Tongfei; Pham, Philip; Schuster, Tal; Chen, Junquan; Polozov, Alex; Xing, Jinwei; Zhou, Huanjie; Kacham, Praneeth; Kukliansky, Doron; Miech, Antoine; Yaroshenko, Sergey; Chi, Ed; Douglas, Sholto; Fei, Hongliang; Blondel, Mathieu; Myla, Preethi; Madmoni, Lior; Wu, Xing; Keysers, Daniel; Kjems, Kristian; Albuquerque, Isabela; Yu, Lijun; D'sa, Joel; Plantan, Michelle; Ionescu, Vlad; Elias, Jaume Sanchez; Gupta, Abhirut; Vuyyuru, Manish Reddy; Alcober, Fred; Zhou, Tong; Ji, Kaiyang; Hartmann, Florian; Puttagunta, Subha; Song, Hugo; Amid, Ehsan; Stefanoiu, Anca; Lee, Andrew; Pucciarelli, Paul; Wang, Emma; Raul, Amit; Petrov, Slav; Tian, Isaac; Anklin, Valentin; Nti, Nana; Gomes, Victor; Schumacher, Max; Vesom, Grace; Panagopoulos, Alex; Bousmalis, Konstantinos; Andor, Daniel; Jacob, Josh; Zhang, Yuan; Rosgen, Bill; Kecman, Matija; Tung, Matthew; Belias, Alexandra; Goodman, Noah; Covington, Paul; Wieder, Brian; Saxena, Nikita; Davoodi, Elnaz; Huang, Muhuan; Maddineni, Sharath; Roulet, Vincent; Campbell-Ajala, Folawiyo; Sessa, Pier Giuseppe; Xintian; Wu; Lai, Guangda; Collins, Paul; Haig, Alex; Sakenas, Vytenis; Xu, Xiaowei; Giustina, Marissa; Shafey, Laurent El; Charoenpanit, Pichi; Garg, Shefali; Ainslie, Joshua; Severson, Boone; Arenas, Montse Gonzalez; Pathak, Shreya; Rajayogam, Sujee; Feng, Jie; Bakker, Michiel; Li, Sheng; Wichers, Nevan; Rogers, Jamie; Geng, Xinyang; Li, Yeqing; Jagerman, Rolf; Jia, Chao; Olmert, Nadav; Sharon, David; Mauger, Matthew; Mariserla, Sandeep; Ma, Hongxu; Mohabey, Megha; Kim, Kyuyeun; Andreev, Alek; Pollom, Scott; Love, Juliette; Jain, Vihan; Agrawal, Priyanka; Schroecker, Yannick; Fortin, Alisa; Warmuth, Manfred; Liu, Ji; Leach, Andrew; Blok, Irina; Girirajan, Ganesh Poomal; Aharoni, Roee; Uria, Benigno; Sozanschi, Andrei; Goldberg, Dan; Ionita, Lucian; Ribeiro, Marco Tulio; Zlocha, Martin; Birodkar, Vighnesh; Lachgar, Sami; Yuan, Liangzhe; Choudhury, Himadri; Ginsberg, Matt; Zheng, Fei; Dibb, Gregory; Graves, Emily; Lokhande, Swachhand; Rasskin, Gabriel; Muraru, George-Cristian; Quick, Corbin; Tata, Sandeep; Sermanet, Pierre; Chawla, Aditya; Karo, Itay; Wang, Yan; Zhang, Susan; Keller, Orgad; Dragan, Anca; Su, Guolong; Chou, Ian; Liu, Xi; Tao, Yiqing; Prabhakara, Shruthi; Wilson, Marc; Liu, Ruibo; Wang, Shibo; Evans, Georgie; Du, David; Castaño, Alfonso; Prasad, Gautam; Mahdy, Mona El; Gerlach, Sebastian; Reid, Machel; Kahn, Jarrod; Zait, Amir; Pillai, Thanumalayan Sankaranarayana; Ulrich, Thatcher; Wang, Guanyu; Wassenberg, Jan; Farkash, Efrat; Yalasangi, Kiran; Wang, Congchao; Bauza, Maria; Bucher, Simon; Liu, Ting; Yan, Jun; Leung, Gary; Sindhwani, Vikas; Barnes, Parker; Singh, Avi; Jurin, Ivan; Chang, Jichuan; Bhumihar, Niket Kumar; Eiger, Sivan; Citovsky, Gui; Withbroe, Ben; Li, Zhang; Xue, Siyang; Santo, Niccolò Dal; Stoyanov, Georgi; Raimond, Yves; Zheng, Steven; Gao, Yilin; Listík, Vít; Kwasiborski, Sławek; Saputro, Rachel; Ozturel, Adnan; Mallya, Ganesh; Majmundar, Kushal; West, Ross; Caron, Paul; Wei, Jinliang; Castrejon, Lluis; Vikram, Sharad; Ramachandran, Deepak; Dhawan, Nikhil; Park, Jiho; Smoot, Sara; Driessche, George van den; Blau, Yochai; Malik, Chase; Liang, Wei; Hirsch, Roy; Santos, Cicero Nogueira dos; Weinstein, Eugene; Oord, Aäron van den; Lall, Sid; FitzGerald, Nicholas; Jiang, Zixuan; Yang, Xuan; Webster, Dale; Elqursh, Ali; Pope, Aedan; Rotival, Georges; Raposo, David; Zhu, Wanzheng; Dean, Jeff; Alabed, Sami; Tran, Dustin; Gupta, Arushi; Gleicher, Zach; Austin, Jessica; Rosseel, Edouard; Umekar, Megh; Das, Dipanjan; Sun, Yinghao; Chen, Kai; Misiunas, Karolis; Zhou, Xiang; Di, Yixian; Loo, Alyssa; Newlan, Josh; Li, Bo; Ramasesh, Vinay; Xu, Ying; Chen, Alex; Gandhe, Sudeep; Soricut, Radu; Gupta, Nikita; Hu, Shuguang; El-Sayed, Seliem; Garcia, Xavier; Brusilovsky, Idan; Chen, Pu-Chin; Bolt, Andrew; Huang, Lu; Gurney, Alex; Zhang, Zhiying; Pritzel, Alexander; Wilkiewicz, Jarek; Seybold, Bryan; Shamanna, Bhargav Kanagal; Fischer, Felix; Dean, Josef; Gill, Karan; Mcilroy, Ross; Bhowmick, Abhishek; Selier, Jeremy; Yang, Antoine; Cheng, Derek; Magay, Vladimir; Tan, Jie; Varma, Dhriti; Walder, Christian; Kocisky, Tomas; Nakashima, Ryo; Natsev, Paul; Kwong, Mike; Gog, Ionel; Zhang, Chiyuan; Dieleman, Sander; Jimma, Thomas; Ryabtsev, Andrey; Brahma, Siddhartha; Steiner, David; Du, Dayou; Žužul, Ante; Žanić, Mislav; Raghavachari, Mukund; Gierke, Willi; Zheng, Zeyu; Petrova, Dessie; Dauphin, Yann; Liu, Yuchuan; Kessler, Ido; Hand, Steven; Duvarney, Chris; Kim, Seokhwan; Lee, Hyo; Hussenot, Léonard; Hui, Jeffrey; Smith, Josh; Jain, Deepali; Xia, Jiawei; Tomar, Gaurav Singh; Amiri, Keyvan; Phan, Du; Fuchs, Fabian; Weyand, Tobias; Tomasev, Nenad; Cordell, Alexandra; Liu, Xin; Mallinson, Jonathan; Joshi, Pankaj; Crawford, Andy; Suggala, Arun; Chien, Steve; Fernando, Nick; Sanchez-Vargas, Mariella; Williams, Duncan; Crone, Phil; Luo, Xiyang; Karpov, Igor; Shan, Jyn; Thurk, Terry; Strudel, Robin; Voigtlaender, Paul; Patil, Piyush; Dozat, Tim; Khodaei, Ali; Singla, Sahil; Ambroszczyk, Piotr; Wu, Qiyin; Chang, Yifan; Roark, Brian; Hegde, Chaitra; Ding, Tianli; Filos, Angelos; Wu, Zhongru; Pinto, André Susano; Liu, Shuang; Khanna, Saarthak; Pandey, Aditya; Mcloughlin, Siobhan; Li, Qiujia; Haves, Sam; Zhou, Allan; Buchatskaya, Elena; Leal, Isabel; de Boursac, Peter; Akazawa, Nami; Anderson, Nina; Chen, Terry; Somandepalli, Krishna; Liang, Chen; Goenka, Sheela; Winkler, Stephanie; Grushetsky, Alexander; Ding, Yifan; Smith, Jamie; Ye, Fan; Pont-Tuset, Jordi; Li, Eric; Li, Ruichao; Golany, Tomer; Wegner, Dawid; Jiang, Tao; Barak, Omer; Shangguan, Yuan; Vértes, Eszter; Wong, Renee; Bornschein, Jörg; Tudor, Alex; Bevilacqua, Michele; Schaul, Tom; Rawat, Ankit Singh; Zhao, Yang; Axiotis, Kyriakos; Meng, Lei; McLean, Cory; Lai, Jonathan; Beattie, Jennifer; Kushman, Nate; Liu, Yaxin; Kutzman, Blair; Lang, Fiona; Ye, Jingchen; Netrapalli, Praneeth; Mishra, Pushkar; Khan, Myriam; Goel, Megha; Willoughby, Rob; Tian, David; Zhuang, Honglei; Chen, JD; Tsai, Zak; Kementsietsidis, Tasos; Khare, Arjun; Keeling, James; Xu, Keyang; Waters, Nathan; Altché, Florent; Popat, Ashok; Mittal, Bhavishya; Saxton, David; Badawy, Dalia El; Mathieu, Michael; Zheng, Zheng; Zhou, Hao; Ranka, Nishant; Shin, Richard; Duan, Qingnan; Salimans, Tim; Mihailescu, Ioana; Shaham, Uri; Chang, Ming-Wei; Assael, Yannis; Dikkala, Nishanth; Izzard, Martin; Cohen-Addad, Vincent; Graves, Cat; Feinberg, Vlad; Chung, Grace; Strouse, DJ; Karmon, Danny; Sharifzadeh, Sahand; Ashwood, Zoe; Pham, Khiem; Blanton, Jon; Vasiloff, Alex; Barber, Jarred; Geller, Mark; Zhou, Aurick; Zubach, Fedir; Huang, Tzu-Kuo; Zhang, Lei; Gupta, Himanshu; Young, Matt; Proskurnia, Julia; Votel, Ronny; Gabeur, Valentin; Barcik, Gabriel; Tripathi, Aditya; Yu, Hongkun; Yan, Geng; Changpinyo, Beer; Pavetić, Filip; Coyle, Amy; Fujii, Yasuhisa; Mendez, Jorge Gonzalez; Zhou, Tianhao; Rajamani, Harish; Hechtman, Blake; Cao, Eddie; Juan, Da-Cheng; Tan, Yi-Xuan; Dalibard, Valentin; Du, Yilun; Clay, Natalie; Yao, Kaisheng; Jia, Wenhao; Vijaykumar, Dimple; Zhou, Yuxiang; Bai, Xinyi; Hung, Wei-Chih; Pecht, Steven; Todorov, Georgi; Khadke, Nikhil; Gupta, Pramod; Lahoti, Preethi; Autef, Arnaud; Duddu, Karthik; Lee-Thorp, James; Bykovsky, Alexander; Misiunas, Tautvydas; Flennerhag, Sebastian; Thangaraj, Santhosh; McGiffin, Jed; Nado, Zack; Kunesch, Markus; Noever, Andreas; Hertz, Amir; Liang, Marco; Stone, Victor; Palmer, Evan; Daruki, Samira; Pramanik, Arijit; Põder, Siim; Kyker, Austin; Khan, Mina; Sluzhaev, Evgeny; Ritter, Marvin; Ruderman, Avraham; Zhou, Wenlei; Nagpal, Chirag; Vodrahalli, Kiran; Necula, George; Barham, Paul; Pavlick, Ellie; Hartford, Jay; Shafran, Izhak; Zhao, Long; Mikuła, Maciej; Eccles, Tom; Shimokawa, Hidetoshi; Garg, Kanav; Vilnis, Luke; Chen, Hanwen; Shumailov, Ilia; Lee, Kuang-Huei; Abdelhamed, Abdelrahman; Xie, Meiyan; Cohen, Vered; Hlavnova, Ester; Malkin, Dan; Sitawarin, Chawin; Lottes, James; Coquinot, Pauline; Yu, Tianli; Kumar, Sandeep; Zhang, Jingwei; Mahendru, Aroma; Ahmed, Zafarali; Martens, James; Chen, Tao; Boag, Aviel; Peng, Daiyi; Devin, Coline; Klimovskiy, Arseniy; Phuong, Mary; Vainstein, Danny; Xie, Jin; Ramabhadran, Bhuvana; Howard, Nathan; Yu, Xinxin; Goswami, Gitartha; Cui, Jingyu; Shleifer, Sam; Pinto, Mario; Yeh, Chih-Kuan; Yang, Ming-Hsuan; Javanmardi, Sara; Ethier, Dan; Lee, Chace; Orbay, Jordi; Kotecha, Suyog; Bromberg, Carla; Shaw, Pete; Thornton, James; Rosenthal, Adi Gerzi; Gu, Shane; Thomas, Matt; Gemp, Ian; Ayyar, Aditya; Ushio, Asahi; Selvan, Aarush; Wee, Joel; Liu, Chenxi; Majzoubi, Maryam; Yu, Weiren; Abernethy, Jake; Liechty, Tyler; Pan, Renke; Nguyen, Hoang; Qiong; Hu; Perrin, Sarah; Arora, Abhinav; Pitler, Emily; Wang, Weiyi; Shivakumar, Kaushik; Prost, Flavien; Limonchik, Ben; Wang, Jing; Gao, Yi; Cour, Timothee; Buch, Shyamal; Gui, Huan; Ivanova, Maria; Neubeck, Philipp; Chan, Kelvin; Kim, Lucy; Chen, Huizhong; Goyal, Naman; Chung, Da-Woon; Liu, Lu; Su, Yao; Petrushkina, Anastasia; Shen, Jiajun; Joulin, Armand; Xu, Yuanzhong; Lin, Stein Xudong; Kulizhskaya, Yana; Chelba, Ciprian; Vasudevan, Shobha; Collins, Eli; Bashlovkina, Vasilisa; Lu, Tony; Fritz, Doug; Park, Jongbin; Zhou, Yanqi; Su, Chen; Tanburn, Richard; Sushkov, Mikhail; Rasquinha, Mitchelle; Li, Jinning; Prendki, Jennifer; Li, Yiming; LV, Pallavi; Sharma, Shriya; Fitoussi, Hen; Huang, Hui; Dai, Andrew; Dao, Phuong; Burrows, Mike; Prior, Henry; Qin, Danfeng; Pundak, Golan; Sjoesund, Lars Lowe; Khurshudov, Art; Zhu, Zhenkai; Webson, Albert; Kemp, Elizabeth; Tan, Tat; Agrawal, Saurabh; Sargsyan, Susie; Cheng, Liqun; Stephan, Jim; Kwiatkowski, Tom; Reid, David; Byravan, Arunkumar; Michaely, Assaf Hurwitz; Heess, Nicolas; Zhou, Luowei; Goenka, Sonam; Carpenter, Viral; Levskaya, Anselm; Wang, Bo; Roberts, Reed; Leblond, Rémi; Chikkerur, Sharat; Ginzburg, Stav; Chang, Max; Riachi, Robert; Chuqiao; Xu; Borsos, Zalán; Pliskin, Michael; Pawar, Julia; Lustman, Morgane; Kirkwood, Hannah; Anand, Ankit; Chaudhary, Aditi; Kalb, Norbert; Milan, Kieran; Augenstein, Sean; Goldie, Anna; Prince, Laurel; Raman, Karthik; Sun, Yanhua; Xia, Vivian; Cohen, Aaron; Huo, Zhouyuan; Camp, Josh; Ellis, Seher; Zilka, Lukas; Torres, David Vilar; Patel, Lisa; Arora, Sho; Chan, Betty; Adler, Jonas; Ayoub, Kareem; Liang, Jacky; Jamil, Fayaz; Jiang, Jiepu; Baumgartner, Simon; Sun, Haitian; Karov, Yael; Akulov, Yaroslav; Zheng, Hui; Cai, Irene; Fantacci, Claudio; Rubin, James; Acha, Alex Rav; Wang, Mengchao; D'Souza, Nina; Sathyanarayana, Rohit; Dai, Shengyang; Rowe, Simon; Simanovsky, Andrey; Goldman, Omer; Kuang, Yuheng; Pan, Xiaoyue; Rosenberg, Andrew; Rojas-Esponda, Tania; Dutta, Praneet; Zeng, Amy; Jurenka, Irina; Farquhar, Greg; Bansal, Yamini; Iqbal, Shariq; Roelofs, Becca; Joung, Ga-Young; Beak, Parker; Ryu, Changwan; Poplin, Ryan; Wu, Yan; Alayrac, Jean-Baptiste; Buthpitiya, Senaka; Ronneberger, Olaf; Habtegebriel, Caleb; Li, Wei; Cavallaro, Paul; Wei, Aurora; Bensky, Guy; Denk, Timo; Ganapathy, Harish; Stanway, Jeff; Joshi, Pratik; Bertolini, Francesco; Lo, Jessica; Ma, Olivia; Charles, Zachary; Sampemane, Geta; Sahni, Himanshu; Chen, Xu; Askham, Harry; Gaddy, David; Young, Peter; Tan, Jiewen; Eyal, Matan; Bražinskas, Arthur; Zhong, Li; Wu, Zhichun; Epstein, Mark; Bailey, Kai; Hard, Andrew; Lee, Kamyu; Goldshtein, Sasha; Ruiz, Alex; Badawi, Mohammed; Lochbrunner, Matthias; Kearns, JK; Brown, Ashley; Pardo, Fabio; Weber, Theophane; Yang, Haichuan; Jiang, Pan-Pan; Akin, Berkin; Fu, Zhao; Wainwright, Marcus; Zou, Chi; Gaba, Meenu; Manzagol, Pierre-Antoine; Kan, Wendy; Song, Yang; Zainullina, Karina; Lin, Rui; Ko, Jeongwoo; Deshmukh, Salil; Jindal, Apoorv; Svensson, James; Tyam, Divya; Zhao, Heri; Kaeser-Chen, Christine; Baird, Scott; Moradi, Pooya; Hall, Jamie; Guo, Qiuchen; Tsang, Vincent; Liang, Bowen; Pereira, Fernando; Ganesh, Suhas; Korotkov, Ivan; Adamek, Jakub; Thiagarajan, Sridhar; Tran, Vinh; Chen, Charles; Tar, Chris; Jain, Sanil; Dasgupta, Ishita; Bilal, Taylan; Reitter, David; Zhao, Kai; Vezzani, Giulia; Gehman, Yasmin; Mehta, Pulkit; Beltrone, Lauren; Dotiwalla, Xerxes; Guadarrama, Sergio; Abbas, Zaheer; Karp, Stefani; Georgiev, Petko; Ferng, Chun-Sung; Brockschmidt, Marc; Peng, Liqian; Hirnschall, Christoph; Verma, Vikas; Bi, Yingying; Xiao, Ying; Dabush, Avigail; Xu, Kelvin; Wallis, Phil; Parker, Randall; Wang, Qifei; Xu, Yang; Safarli, Ilkin; Tewari, Dinesh; Zhang, Yin; Kim, Seungyeon; Gesmundo, Andrea; Thomas, Mackenzie; Levi, Sergey; Chowdhury, Ahmed; Rao, Kanishka; Garst, Peter; Conway-Rahman, Sam; Ran, Helen; McKinney, Kay; Xiao, Zhisheng; Yu, Wenhao; Agrawal, Rohan; Stjerngren, Axel; Ionescu, Catalin; Chen, Jingjing; Sharma, Vivek; Chiu, Justin; Liu, Fei; Franko, Ken; Sanford, Clayton; Cai, Xingyu; Michel, Paul; Ganapathy, Sanjay; Labanowski, Jane; Garrett, Zachary; Vargas, Ben; Sun, Sean; Gale, Bryan; Buschmann, Thomas; Desjardins, Guillaume; Ghelani, Nimesh; Jain, Palak; Verma, Mudit; Asawaroengchai, Chulayuth; Eisenschlos, Julian; Harlalka, Jitendra; Kazawa, Hideto; Metzler, Don; Howland, Joshua; Jian, Ying; Ades, Jake; Shah, Viral; Gangwani, Tynan; Lee, Seungji; Ring, Roman; Hernandez, Steven M.; Reich, Dean; Sinha, Amer; Sathe, Ashutosh; Kovac, Joe; Gill, Ashleah; Kannan, Ajay; D'olimpio, Andrea; Sevenich, Martin; Whang, Jay; Kim, Been; Sim, Khe Chai; Chen, Jilin; Zhang, Jiageng; Lall, Shuba; Matias, Yossi; Jia, Bill; Friesen, Abe; Nasso, Sara; Thapliyal, Ashish; Perozzi, Bryan; Yu, Ting; Shekhawat, Anna; Huda, Safeen; Grabowski, Peter; Wang, Eric; Sreevatsa, Ashwin; Dib, Hilal; Hassen, Mehadi; Schuh, Parker; Milutinovic, Vedrana; Welty, Chris; Quinn, Michael; Shah, Ali; Wang, Bangju; Barth-Maron, Gabe; Frye, Justin; Axelsson, Natalie; Zhu, Tao; Ma, Yukun; Giannoumis, Irene; Sedghi, Hanie; Ye, Chang; Luan, Yi; Aydin, Kevin; Chandra, Bilva; Sampathkumar, Vivek; Huang, Ronny; Lavrenko, Victor; Eleryan, Ahmed; Hong, Zhi; Hansen, Steven; Carthy, Sara Mc; Samanta, Bidisha; Ćevid, Domagoj; Wang, Xin; Li, Fangtao; Voznesensky, Michael; Hoffman, Matt; Terzis, Andreas; Sehwag, Vikash; Fidel, Gil; He, Luheng; Cai, Mu; He, Yanzhang; Feng, Alex; Nikoltchev, Martin; Phatale, Samrat; Chase, Jason; Lawton, Rory; Zhang, Ming; Ouyang, Tom; Tragut, Manuel; Manshadi, Mehdi Hafezi; Narayanan, Arjun; Shen, Jiaming; Gao, Xu; Bolukbasi, Tolga; Roy, Nick; Li, Xin; Golovin, Daniel; Panait, Liviu; Qin, Zhen; Han, Guangxing; Anthony, Thomas; Kudugunta, Sneha; Patraucean, Viorica; Ray, Aniket; Chen, Xinyun; Yang, Xiaochen; Bhatia, Tanuj; Talluri, Pranav; Morris, Alex; Ražnatović, Andrija; Brownfield, Bethanie; An, James; Peng, Sheng; Kane, Patrick; Zheng, Ce; Duduta, Nico; Kessinger, Joshua; Noraky, James; Liu, Siqi; Rong, Keran; Veličković, Petar; Rush, Keith; Goldin, Alex; Wei, Fanny; Garlapati, Shiva Mohan Reddy; Pantofaru, Caroline; Kwon, Okwan; Ni, Jianmo; Noland, Eric; Di Trapani, Julia; Beaufays, Françoise; Roy, Abhijit Guha; Chow, Yinlam; Turker, Aybuke; Cideron, Geoffrey; Mei, Lantao; Clark, Jon; Dou, Qingyun; Bošnjak, Matko; Leith, Ralph; Du, Yuqing; Yazdanbakhsh, Amir; Nasr, Milad; Kwak, Chester; Sheth, Suraj Satishkumar; Kaskasoli, Alex; Anand, Ankesh; Lakshminarayanan, Balaji; Jerome, Sammy; Bieber, David; Chu, Chun-Te; Senges, Alexandre; Shen, Tianxiao; Sridhar, Mukund; Ndebele, Ndaba; Beyret, Benjamin; Mohamed, Shakir; Chen, Mia; Freitag, Markus; Guo, Jiaxian; Liu, Luyang; Roit, Paul; Chen, Heng; Yan, Shen; Stone, Tom; Co-Reyes, JD; Cole, Jeremy; Scellato, Salvatore; Azizi, Shekoofeh; Hashemi, Hadi; Jin, Alicia; Iyer, Anand; Valentine, Marcella; György, András; Ahuja, Arun; Diaz, Daniel Hernandez; Lee, Chen-Yu; Clement, Nathan; Kong, Weize; Garmon, Drew; Watts, Ishaan; Bhatia, Kush; Gupta, Khyatti; Miecnikowski, Matt; Vallet, Hugo; Taly, Ankur; Loper, Edward; Joshi, Saket; Atwood, James; Chick, Jo; Collier, Mark; Iliopoulos, Fotis; Trostle, Ryan; Gunel, Beliz; Leal-Cavazos, Ramiro; Hrafnkelsson, Arnar Mar; Guzman, Michael; Ju, Xiaoen; Forbes, Andy; Emond, Jesse; Chauhan, Kushal; Caine, Ben; Xiao, Li; Zeng, Wenjun; Moufarek, Alexandre; Murphy, Daniel; Meng, Maya; Gupta, Nitish; Riedel, Felix; Das, Anil; Lawal, Elijah; Narayan, Shashi; Sosea, Tiberiu; Swirhun, James; Friso, Linda; Neyshabur, Behnam; Lu, Jing; Girgin, Sertan; Wunder, Michael; Yvinec, Edouard; Pyne, Aroonalok; Carbune, Victor; Rijhwani, Shruti; Guo, Yang; Doshi, Tulsee; Briukhov, Anton; Bain, Max; Hitron, Ayal; Wang, Xuanhui; Gupta, Ashish; Chen, Ke; Du, Cosmo; Zhang, Weiyang; Shah, Dhruv; Akula, Arjun; Dylla, Max; Kachra, Ashyana; Kuo, Weicheng; Zou, Tingting; Wang, Lily; Xu, Luyao; Zhu, Jifan; Snyder, Justin; Menon, Sachit; Firat, Orhan; Mordatch, Igor; Yuan, Yuan; Ponomareva, Natalia; Blevins, Rory; Moore, Lawrence; Wang, Weijun; Chen, Phil; Scholz, Martin; Dwornik, Artur; Lin, Jason; Li, Sicheng; Antognini, Diego; I, Te; Song, Xiaodan; Miller, Matt; Kalra, Uday; Raveret, Adam; Akerlund, Oscar; Wu, Felix; Nystrom, Andrew; Godbole, Namrata; Liu, Tianqi; DeBalsi, Hannah; Zhao, Jewel; Liu, Buhuang; Caciularu, Avi; Lax, Lauren; Khandelwal, Urvashi; Langston, Victoria; Bailey, Eric; Lattanzi, Silvio; Wang, Yufei; Kovelamudi, Neel; Mondal, Sneha; Guruganesh, Guru; Hua, Nan; Roval, Ofir; Wesołowski, Paweł; Ingale, Rishikesh; Halcrow, Jonathan; Sohn, Tim; Angermueller, Christof; Raad, Bahram; Stickgold, Eli; Lu, Eva; Kosik, Alec; Xie, Jing; Lillicrap, Timothy; Huang, Austin; Zhang, Lydia Lihui; Paulus, Dominik; Farabet, Clement; Wertheim, Alex; Wang, Bing; Joshi, Rishabh; Ko, Chu-ling; Wu, Yonghui; Agrawal, Shubham; Lin, Lily; Sheng, XiangHai; Sung, Peter; Breland-King, Tyler; Butterfield, Christina; Gawde, Swapnil; Singh, Sumeet; Zhang, Qiao; Apte, Raj; Shetty, Shilpa; Hutter, Adrian; Li, Tao; Salesky, Elizabeth; Lebron, Federico; Kanerva, Jonni; Paganini, Michela; Nguyen, Arthur; Vallu, Rohith; Peter, Jan-Thorsten; Velury, Sarmishta; Kao, David; Hoover, Jay; Bortsova, Anna; Bishop, Colton; Jakobovits, Shoshana; Agostini, Alessandro; Agarwal, Alekh; Liu, Chang; Kwong, Charles; Tavakkol, Sasan; Bica, Ioana; Greve, Alex; GP, Anirudh; Marcus, Jake; Hou, Le; Duerig, Tom; Moroshko, Rivka; Lacey, Dave; Davis, Andy; Amelot, Julien; Wang, Guohui; Kim, Frank; Strinopoulos, Theofilos; Wan, Hui; Lan, Charline Le; Krishnan, Shankar; Tang, Haotian; Humphreys, Peter; Bai, Junwen; Shtacher, Idan Heimlich; Machado, Diego; Pang, Chenxi; Burke, Ken; Liu, Dangyi; Aravamudhan, Renga; Song, Yue; Hirst, Ed; Singh, Abhimanyu; Jou, Brendan; Bai, Liang; Piccinno, Francesco; Fu, Chuyuan Kelly; Alazard, Robin; Meiri, Barak; Winter, Daniel; Chen, Charlie; Zhang, Mingda; Heitkaemper, Jens; Lambert, John; Lee, Jinhyuk; Frömmgen, Alexander; Rogulenko, Sergey; Nair, Pranav; Niemczyk, Paul; Bulyenov, Anton; Xu, Bibo; Shemtov, Hadar; Zadimoghaddam, Morteza; Toropov, Serge; Wirth, Mateo; Dai, Hanjun; Gollapudi, Sreenivas; Zheng, Daniel; Kurakin, Alex; Lee, Chansoo; Bullard, Kalesha; Serrano, Nicolas; Balazevic, Ivana; Li, Yang; Schalkwyk, Johan; Murphy, Mark; Zhang, Mingyang; Sequeira, Kevin; Datta, Romina; Agrawal, Nishant; Sutton, Charles; Attaluri, Nithya; Chiang, Mencher; Farhan, Wael; Thornton, Gregory; Lin, Kate; Choma, Travis; Nguyen, Hung; Dasgupta, Kingshuk; Robinson, Dirk; Comşa, Iulia; Riley, Michael; Pillai, Arjun; Mustafa, Basil; Golan, Ben; Zandieh, Amir; Lespiau, Jean-Baptiste; Porter, Billy; Ross, David; Rajayogam, Sujeevan; Agarwal, Mohit; Venugopalan, Subhashini; Shahriari, Bobak; Yan, Qiqi; Xu, Hao; Tobin, Taylor; Dubov, Pavel; Shi, Hongzhi; Recasens, Adrià; Kovsharov, Anton; Borgeaud, Sebastian; Dery, Lucio; Vasanth, Shanthal; Gribovskaya, Elena; Qiu, Linhai; Mahdieh, Mahdis; Skut, Wojtek; Nielsen, Elizabeth; Zheng, CJ; Yu, Adams; Bostock, Carrie Grimes; Gupta, Shaleen; Archer, Aaron; Rawles, Chris; Davies, Elinor; Svyatkovskiy, Alexey; Tsai, Tomy; Halpern, Yoni; Reisswig, Christian; Wydrowski, Bartek; Chang, Bo; Puigcerver, Joan; Taege, Mor Hazan; Li, Jian; Schnider, Eva; Li, Xinjian; Dena, Dragos; Xu, Yunhan; Telang, Umesh; Shi, Tianze; Zen, Heiga; Kastner, Kyle; Ko, Yeongil; Subramaniam, Neesha; Kumar, Aviral; Blois, Pete; Dai, Zhuyun; Wieting, John; Lu, Yifeng; Zeldes, Yoel; Xie, Tian; Hauth, Anja; Ţifrea, Alexandru; Li, Yuqi; El-Husseini, Sam; Abolafia, Dan; Zhou, Howard; Ding, Wen; Ghalebikesabi, Sahra; Guía, Carlos; Maksai, Andrii; Weisz, Ágoston; Arik, Sercan; Sukhanov, Nick; Świetlik, Aga; Jia, Xuhui; Yu, Luo; Wang, Weiyue; Brand, Mark; Bloxwich, Dawn; Kirmani, Sean; Chen, Zhe; Go, Alec; Sprechmann, Pablo; Kannen, Nithish; Carin, Alen; Sandhu, Paramjit; Edkins, Isabel; Nooteboom, Leslie; Gupta, Jai; Maggiore, Loren; Azizi, Javad; Pritch, Yael; Yin, Pengcheng; Gupta, Mansi; Tarlow, Danny; Smith, Duncan; Ivanov, Desi; Babaeizadeh, Mohammad; Goel, Ankita; Kambala, Satish; Chu, Grace; Kastelic, Matej; Liu, Michelle; Soltau, Hagen; Stone, Austin; Agrawal, Shivani; Kim, Min; Soparkar, Kedar; Tadepalli, Srinivas; Bunyan, Oskar; Soh, Rachel; Kannan, Arvind; Kim, DY; Chen, Blake JianHang; Halumi, Afief; Roy, Sudeshna; Wang, Yulong; Sercinoglu, Olcan; Gibson, Gena; Bhatnagar, Sijal; Sano, Motoki; von Dincklage, Daniel; Ren, Qingchun; Mitrevski, Blagoj; Olšák, Mirek; She, Jennifer; Doersch, Carl; Jilei; Wang; Liu, Bingyuan; Tan, Qijun; Yakar, Tamar; Warkentin, Tris; Ramirez, Alex; Lebsack, Carl; Dillon, Josh; Mathews, Rajiv; Cobley, Tom; Wu, Zelin; Chen, Zhuoyuan; Simon, Jon; Nath, Swaroop; Sainath, Tara; Bendebury, Alexei; Julian, Ryan; Mankalale, Bharath; Ćurko, Daria; Zacchello, Paulo; Brown, Adam R.; Sodhia, Kiranbir; Howard, Heidi; Caelles, Sergi; Gupta, Abhinav; Evans, Gareth; Bulanova, Anna; Katzen, Lesley; Goldenberg, Roman; Tsitsulin, Anton; Stanton, Joe; Schillings, Benoit; Kovalev, Vitaly; Fry, Corey; Shah, Rushin; Lin, Kuo; Upadhyay, Shyam; Li, Cheng; Radpour, Soroush; Maggioni, Marcello; Xiong, Jing; Haas, Lukas; Brennan, Jenny; Kamath, Aishwarya; Savinov, Nikolay; Nagrani, Arsha; Yacovone, Trevor; Kappedal, Ryan; Andriopoulos, Kostas; Lao, Li; Li, YaGuang; Rozhdestvenskiy, Grigory; Hashimoto, Kazuma; Audibert, Andrew; Austin, Sophia; Rodriguez, Daniel; Ruoss, Anian; Honke, Garrett; Karkhanis, Deep; Xiong, Xi; Wei, Qing; Huang, James; Leng, Zhaoqi; Premachandran, Vittal; Bileschi, Stan; Evangelopoulos, Georgios; Mensink, Thomas; Pavagadhi, Jay; Teplyashin, Denis; Chang, Paul; Xue, Linting; Tanzer, Garrett; Goldman, Sally; Patel, Kaushal; Li, Shixin; Wiesner, Jeremy; Zheng, Ivy; Stewart-Binks, Ian; Han, Jie; Li, Zhi; Luo, Liangchen; Lenc, Karel; Lučić, Mario; Xue, Fuzhao; Mullins, Ryan; Guseynov, Alexey; Chang, Chung-Ching; Galatzer-Levy, Isaac; Zhang, Adam; Bingham, Garrett; Hu, Grace; Hartman, Ale; Ma, Yue; Griffith, Jordan; Irpan, Alex; Radebaugh, Carey; Yue, Summer; Fan, Lijie; Ungureanu, Victor; Sorokin, Christina; Teufel, Hannah; Li, Peiran; Anil, Rohan; Paparas, Dimitris; Wang, Todd; Lin, Chu-Cheng; Peng, Hui; Shum, Megan; Petrovic, Goran; Brady, Demetra; Nguyen, Richard; Macherey, Klaus; Li, Zhihao; Singh, Harman; Yenugula, Madhavi; Iinuma, Mariko; Chen, Xinyi; Kopparapu, Kavya; Stern, Alexey; Dave, Shachi; Thekkath, Chandu; Perot, Florence; Kumar, Anurag; Li, Fangda; Xiao, Yang; Bilotti, Matthew; Bateni, Mohammad Hossein; Noble, Isaac; Lee, Lisa; Vázquez-Reina, Amelio; Salazar, Julian; Yang, Xiaomeng; Wang, Boyu; Gruzewska, Ela; Rao, Anand; Raghuram, Sindhu; Xu, Zheng; Ben-David, Eyal; Mei, Jieru; Dalmia, Sid; Zhang, Zhaoyi; Liu, Yuchen; Bansal, Gagan; Pankov, Helena; Schwarcz, Steven; Burns, Andrea; Chan, Christine; Sanghai, Sumit; Liang, Ricky; Liang, Ethan; He, Antoine; Stuart, Amy; Narayanan, Arun; Zhu, Yukun; Frank, Christian; Fatemi, Bahar; Sabne, Amit; Lang, Oran; Bhattacharya, Indro; Settle, Shane; Wang, Maria; McMahan, Brendan; Tacchetti, Andrea; Soares, Livio Baldini; Hadian, Majid; Cabi, Serkan; Chung, Timothy; Putikhin, Nikita; Li, Gang; Chen, Jeremy; Tarango, Austin; Michalewski, Henryk; Kazemi, Mehran; Masoom, Hussain; Sheftel, Hila; Shivanna, Rakesh; Vadali, Archita; Comanescu, Ramona; Reid, Doug; Moore, Joss; Neelakantan, Arvind; Sander, Michaël; Herzig, Jonathan; Rosenberg, Aviv; Dehghani, Mostafa; Choi, JD; Fink, Michael; Hayes, Reid; Ge, Eric; Weng, Shitao; Ho, Chia-Hua; Karro, John; Krishna, Kalpesh; Thiet, Lam Nguyen; Skerry-Ryan, Amy; Eppens, Daniel; Andreetto, Marco; Sarma, Navin; Bonacina, Silvano; Ayan, Burcu Karagol; Nawhal, Megha; Shan, Zhihao; Dusenberry, Mike; Thakoor, Shantanu; Gubbi, Sagar; Nguyen, Duc Dung; Tsarfaty, Reut; Albanie, Samuel; Mitrović, Jovana; Gandhi, Meet; Chen, Bo-Juen; Epasto, Alessandro; Stephanov, Georgi; Jin, Ye; Gehman, Samuel; Amini, Aida; Weber, Jack; Behbahani, Feryal; Xu, Shawn; Allamanis, Miltos; Chen, Xi; Ott, Myle; Sha, Claire; Jastrzebski, Michal; Qi, Hang; Greene, David; Wu, Xinyi; Toki, Abodunrinwa; Vlasic, Daniel; Shapiro, Jane; Kotikalapudi, Ragha; Shen, Zhe; Saeki, Takaaki; Xie, Sirui; Cassirer, Albin; Bharadwaj, Shikhar; Kiyono, Tatsuya; Bhojanapalli, Srinadh; Rosenfeld, Elan; Ritter, Sam; Mao, Jieming; Oliveira, João Gabriel; Egyed, Zoltan; Bandemer, Bernd; Parisotto, Emilio; Kinoshita, Keisuke; Pluto, Juliette; Maniatis, Petros; Li, Steve; Guo, Yaohui; Ghiasi, Golnaz; Tarbouriech, Jean; Chatterjee, Srimon; Jin, Julie; Katrina; Palomaki, Jennimaria; Arnold, Séb; Sewak, Madhavi; Piccinini, Federico; Sharma, Mohit; Albrecht, Ben; Purser-haskell, Sean; Vaswani, Ashwin; Chen, Chongyan; Wisniewski, Matheus; Cao, Qin; Aslanides, John; Phu, Nguyet Minh; Sieb, Maximilian; Agubuzu, Lauren; Zheng, Anne; Sohn, Daniel; Selvi, Marco; Andreassen, Anders; Subudhi, Krishan; Eruvbetine, Prem; Woodman, Oliver; Mery, Tomas; Krause, Sebastian; Ren, Xiaoqi; Ma, Xiao; Luo, Jincheng; Chen, Dawn; Fan, Wei; Griffiths, Henry; Schuler, Christian; Li, Alice; Zhang, Shujian; Sarr, Jean-Michel; Luo, Shixin; Patana, Riccardo; Watson, Matthew; Naboulsi, Dani; Collins, Michael; Sidhwani, Sailesh; Hoogeboom, Emiel; Silver, Sharon; Caveness, Emily; Zhao, Xiaokai; Rodriguez, Mikel; Deines, Maxine; Bai, Libin; Griffin, Patrick; Tagliasacchi, Marco; Xue, Emily; Babbula, Spandana Raj; Pang, Bo; Ding, Nan; Shen, Gloria; Peake, Elijah; Crocker, Remi; Raghvendra, Shubha Srinivas; Swisher, Danny; Han, Woohyun; Singh, Richa; Wu, Ling; Pchelin, Vladimir; Munkhdalai, Tsendsuren; Alon, Dana; Bacon, Geoff; Robles, Efren; Bulian, Jannis; Johnson, Melvin; Powell, George; Ferreira, Felipe Tiengo; Li, Yaoyiran; Benzing, Frederik; Velimirović, Mihajlo; Soyer, Hubert; Kong, William; Tony; Nguyên; Yang, Zhen; Liu, Jeremiah; van Amersfoort, Joost; Gillick, Daniel; Sun, Baochen; Rauschmayr, Nathalie; Zhang, Katie; Zhan, Serena; Zhou, Tao; Frolov, Alexey; Yang, Chengrun; Vnukov, Denis; Rouillard, Louis; Li, Hongji; Mandhane, Amol; Fallen, Nova; Venkataraman, Rajesh; Hu, Clara Huiyi; Brennan, Jennifer; Lee, Jenny; Chang, Jerry; Sundermeyer, Martin; Pan, Zhufeng; Ke, Rosemary; Tong, Simon; Fabrikant, Alex; Bono, William; Gu, Jindong; Foley, Ryan; Mao, Yiran; Delakis, Manolis; Bhaswar, Dhruva; Frostig, Roy; Li, Nick; Zipori, Avital; Hope, Cath; Kozlova, Olga; Mishra, Swaroop; Djolonga, Josip; Schiff, Craig; Merey, Majd Al; Briakou, Eleftheria; Morgan, Peter; Wan, Andy; Hassidim, Avinatan; Skerry-Ryan, RJ; Sengupta, Kuntal; Jasarevic, Mary; Kallakuri, Praveen; Kunkle, Paige; Brennan, Hannah; Lieber, Tom; Mansoor, Hassan; Walker, Julian; Zhang, Bing; Xie, Annie; Žužić, Goran; Chukwuka, Adaeze; Druinsky, Alex; Cho, Donghyun; Yao, Rui; Naeem, Ferjad; Butt, Shiraz; Kim, Eunyoung; Jia, Zhipeng; Jordan, Mandy; Lelkes, Adam; Kurzeja, Mark; Wang, Sophie; Zhao, James; Over, Andrew; Chakladar, Abhishek; Prasetya, Marcel; Jha, Neha; Ganapathy, Sriram; Cong, Yale; Shroff, Prakash; Saroufim, Carl; Miryoosefi, Sobhan; Hammad, Mohamed; Nasir, Tajwar; Xi, Weijuan; Gao, Yang; Maeng, Young; Hora, Ben; Cheng, Chin-Yi; Haghani, Parisa; Lewenberg, Yoad; Lu, Caden; Matysiak, Martin; Raisinghani, Naina; Wang, Huiyu; Baugher, Lexi; Sukthankar, Rahul; Giang, Minh; Schultz, John; Fiedel, Noah; Chen, Minmin; Lee, Cheng-Chun; Dey, Tapomay; Zheng, Hao; Paul, Shachi; Smith, Celine; Ly, Andy; Wang, Yicheng; Bansal, Rishabh; Perz, Bartek; Ricco, Susanna; Blank, Stasha; Keshava, Vaishakh; Sharma, Deepak; Chow, Marvin; Lad, Kunal; Jalan, Komal; Osindero, Simon; Swanson, Craig; Scott, Jacob; Ilić, Anastasija; Li, Xiaowei; Jonnalagadda, Siddhartha Reddy; Soudagar, Afzal Shama; Xiong, Yan; Batsaikhan, Bat-Orgil; Jarrett, Daniel; Kumar, Naveen; Shah, Maulik; Lawlor, Matt; Waters, Austin; Graham, Mark; May, Rhys; Ramos, Sabela; Lefdal, Sandra; Cankara, Zeynep; Cano, Nacho; O'Donoghue, Brendan; Borovik, Jed; Liu, Frederick; Grimstad, Jordan; Alnahlawi, Mahmoud; Tsihlas, Katerina; Hudson, Tom; Grigorev, Nikolai; Jia, Yiling; Huang, Terry; Igwe, Tobenna Peter; Lebedev, Sergei; Tang, Xiaodan; Krivokon, Igor; Garcia, Frankie; Tan, Melissa; Jia, Eric; Stys, Peter; Vashishth, Shikhar; Liang, Yu; Venkatraman, Balaji; Gu, Chenjie; Kementsietsidis, Anastasios; Zhu, Chen; Jung, Junehyuk; Bai, Yunfei; Hosseini, Mohammad Javad; Ahmed, Faruk; Gupta, Aditya; Yuan, Xin; Ashraf, Shereen; Nigam, Shitij; Vasudevan, Gautam; Awasthi, Pranjal; Gilady, Adi Mayrav; Mariet, Zelda; Eskander, Ramy; Li, Haiguang; Hu, Hexiang; Garrido, Guillermo; Schlattner, Philippe; Zhang, George; Saxena, Rohun; Dević, Petar; Muralidharan, Kritika; Murthy, Ashwin; Zhou, Yiqian; Choi, Min; Wongpanich, Arissa; Wang, Zhengdong; Shah, Premal; Xu, Yuntao; Huang, Yiling; Spencer, Stephen; Chen, Alice; Cohan, James; Wang, Junjie; Tompson, Jonathan; Wu, Junru; Haroun, Ruba; Li, Haiqiong; Huergo, Blanca; Yang, Fan; Yin, Tongxin; Wendt, James; Bendersky, Michael; Chaabouni, Rahma; Snaider, Javier; Ferret, Johan; Jindal, Abhishek; Thompson, Tara; Xue, Andrew; Bishop, Will; Phal, Shubham Milind; Sharma, Archit; Sung, Yunhsuan; Radhakrishnan, Prabakar; Shomrat, Mo; Ingle, Reeve; Vij, Roopali; Gilmer, Justin; Istin, Mihai Dorin; Sobell, Sam; Lu, Yang; Nottage, Emily; Sadigh, Dorsa; Willcock, Jeremiah; Zhang, Tingnan; Xu, Steve; Brown, Sasha; Lee, Katherine; Wang, Gary; Zhu, Yun; Tay, Yi; Kim, Cheolmin; Gutierrez, Audrey; Sharma, Abhanshu; Xian, Yongqin; Seo, Sungyong; Cui, Claire; Pochernina, Elena; Baetu, Cip; Jastrzębski, Krzysztof; Ly, Mimi; Elhawaty, Mohamed; Suh, Dan; Sezener, Eren; Wang, Pidong; Yuen, Nancy; Tucker, George; Cai, Jiahao; Yang, Zuguang; Wang, Cindy; Muzio, Alex; Qian, Hai; Yoo, Jae; Lockhart, Derek; McKee, Kevin R.; Guo, Mandy; Mehrotra, Malika; Mendonça, Artur; Mehta, Sanket Vaibhav; Ben, Sherry; Tekur, Chetan; Mu, Jiaqi; Zhu, Muye; Krakovna, Victoria; Lee, Hongrae; Maschinot, AJ; Cevey, Sébastien; Choe, HyunJeong; Bai, Aijun; Srinivasan, Hansa; Gasaway, Derek; Young, Nick; Siegler, Patrick; Holtmann-Rice, Dan; Piratla, Vihari; Baumli, Kate; Yogev, Roey; Hofer, Alex; van Hasselt, Hado; Grant, Svetlana; Chervonyi, Yuri; Silver, David; Hogue, Andrew; Agarwal, Ayushi; Wang, Kathie; Singh, Preeti; Flynn, Four; Lipschultz, Josh; David, Robert; Bellot, Lizzetth; Yang, Yao-Yuan; Le, Long; Graziano, Filippo; Olszewska, Kate; Hui, Kevin; Maurya, Akanksha; Parotsidis, Nikos; Chen, Weijie; Oguntebi, Tayo; Kelley, Joe; Baddepudi, Anirudh; Mauerer, Johannes; Shaw, Gregory; Siegman, Alex; Yang, Lin; Shetty, Shravya; Roy, Subhrajit; Song, Yunting; Stokowiec, Wojciech; Burnell, Ryan; Savant, Omkar; Busa-Fekete, Robert; Miao, Jin; Ghosh, Samrat; MacDermed, Liam; Lippe, Phillip; Dektiarev, Mikhail; Behrman, Zach; Mentzer, Fabian; Nguyen, Kelvin; Wei, Meng; Verma, Siddharth; Knutsen, Chris; Dasari, Sudeep; Yan, Zhipeng; Mitrichev, Petr; Wang, Xingyu; Shejwalkar, Virat; Austin, Jacob; Sunkara, Srinivas; Potti, Navneet; Virin, Yan; Wright, Christian; Liu, Gaël; Riva, Oriana; Pot, Etienne; Kochanski, Greg; Le, Quoc; Balasubramaniam, Gargi; Dhar, Arka; Liao, Yuguo; Bloniarz, Adam; Shukla, Divyansh; Cole, Elizabeth; Lee, Jong; Zhang, Sheng; Kafle, Sushant; Vashishtha, Siddharth; Mahmoudieh, Parsa; Chen, Grace; Hoffmann, Raphael; Srinivasan, Pranesh; Lago, Agustin Dal; Shalom, Yoav Ben; Wang, Zi; Elabd, Michael; Sharma, Anuj; Oh, Junhyuk; Kothawade, Suraj; Le, Maigo; Monteiro, Marianne; Yang, Shentao; Alarakyia, Kaiz; Geirhos, Robert; Mincu, Diana; Garnes, Håvard; Kobayashi, Hayato; Mariooryad, Soroosh; Krasowiak, Kacper; Zhixin; Lai; Mourad, Shibl; Wang, Mingqiu; Bu, Fan; Aharoni, Ophir; Chen, Guanjie; Goyal, Abhimanyu; Zubov, Vadim; Bapna, Ankur; Dabir, Elahe; Kothari, Nisarg; Lamerigts, Kay; De Cao, Nicola; Shar, Jeremy; Yew, Christopher; Kulkarni, Nitish; Mahaarachchi, Dre; Joshi, Mandar; Zhu, Zhenhai; Lichtarge, Jared; Zhou, Yichao; Muckenhirn, Hannah; Selo, Vittorio; Vinyals, Oriol; Chen, Peter; Brohan, Anthony; Mehta, Vaibhav; Cogan, Sarah; Wang, Ruth; Geri, Ty; Ko, Wei-Jen; Chen, Wei; Viola, Fabio; Shivam, Keshav; Wang, Lisa; Elish, Madeleine Clare; Popa, Raluca Ada; Pereira, Sébastien; Liu, Jianqiao; Koster, Raphael; Kim, Donnie; Zhang, Gufeng; Ebrahimi, Sayna; Talukdar, Partha; Zheng, Yanyan; Poklukar, Petra; Mikhalap, Ales; Johnson, Dale; Vijayakumar, Anitha; Omernick, Mark; Dibb, Matt; Dubey, Ayush; Hu, Qiong; Suman, Apurv; Aggarwal, Vaibhav; Kornakov, Ilya; Xia, Fei; Lowe, Wing; Kolganov, Alexey; Xiao, Ted; Nikolaev, Vitaly; Hemingray, Steven; Li, Bonnie; Iljazi, Joana; Rybiński, Mikołaj; Sandhu, Ballie; Lu, Peggy; Luong, Thang; Jenatton, Rodolphe; Govindaraj, Vineetha; Hui; Li; Dulac-Arnold, Gabriel; Park, Wonpyo; Wang, Henry; Modi, Abhinit; Pouget-Abadie, Jean; Greller, Kristina; Gupta, Rahul; Berry, Robert; Ramachandran, Prajit; Xie, Jinyu; McCafferty, Liam; Wang, Jianling; Gupta, Kilol; Lim, Hyeontaek; Bratanič, Blaž; Brock, Andy; Akolzin, Ilia; Sproch, Jim; Karliner, Dan; Kim, Duhyeon; Goedeckemeyer, Adrian; Shazeer, Noam; Schmid, Cordelia; Calandriello, Daniele; Bhatia, Parul; Choromanski, Krzysztof; Montgomery, Ceslee; Dua, Dheeru; Ramalho, Ana; King, Helen; Gao, Yue; Nguyen, Lynn; Lindner, David; Pitta, Divya; Johnson, Oleaser; Salama, Khalid; Ardila, Diego; Han, Michael; Farnese, Erin; Odoom, Seth; Wang, Ziyue; Ding, Xiangzhuo; Rink, Norman; Smith, Ray; Lehri, Harshal Tushar; Cohen, Eden; Vats, Neera; He, Tong; Gopavarapu, Parthasarathy; Paszke, Adam; Patel, Miteyan; Van Gansbeke, Wouter; Loher, Lucia; Castro, Luis; Voitovich, Maria; von Glehn, Tamara; George, Nelson; Niklaus, Simon; Eaton-Rosen, Zach; Rakićević, Nemanja; Jue, Erik; Perel, Sagi; Zhang, Carrie; Bahat, Yuval; Pouget, Angéline; Xing, Zhi; Huot, Fantine; Shenoy, Ashish; Bos, Taylor; Coriou, Vincent; Richter, Bryan; Noy, Natasha; Wang, Yaqing; Ontanon, Santiago; Qin, Siyang; Makarchuk, Gleb; Hassabis, Demis; Li, Zhuowan; Sharma, Mandar; Venkatesan, Kumaran; Kemaev, Iurii; Daniel, Roxanne; Huang, Shiyu; Shah, Saloni; Ponce, Octavio; Warren; Chen; Faruqui, Manaal; Wu, Jialin; Andačić, Slavica; Payrits, Szabolcs; McDuff, Daniel; Hume, Tom; Cao, Yuan; Tessler, MH; Wang, Qingze; Wang, Yinan; Rendulic, Ivor; Agustsson, Eirikur; Johnson, Matthew; Lando, Tanya; Howard, Andrew; Padmanabhan, Sri Gayatri Sundara; Daswani, Mayank; Banino, Andrea; Kilgore, Michael; Heek, Jonathan; Ji, Ziwei; Caceres, Alvaro; Li, Conglong; Kassner, Nora; Vlaskin, Alexey; Liu, Zeyu; Grills, Alex; Hou, Yanhan; Sukkerd, Roykrong; Cheon, Gowoon; Shetty, Nishita; Markeeva, Larisa; Stanczyk, Piotr; Iyer, Tejas; Gong, Yuan; Gao, Shawn; Gopalakrishnan, Keerthana; Blyth, Tim; Reynolds, Malcolm; Bhoopchand, Avishkar; Bilenko, Misha; Gharibian, Dero; Zayats, Vicky; Faust, Aleksandra; Singh, Abhinav; Ma, Min; Jiao, Hongyang; Vijayanarasimhan, Sudheendra; Aroyo, Lora; Yadav, Vikas; Chakera, Sarah; Kakarla, Ashwin; Meshram, Vilobh; Gregor, Karol; Botea, Gabriela; Senter, Evan; Jia, Dawei; Kovacs, Geza; Sharma, Neha; Baur, Sebastien; Kang, Kai; He, Yifan; Zhuo, Lin; Kostelac, Marija; Laish, Itay; Peng, Songyou; O'Bryan, Louis; Kasenberg, Daniel; Rao, Girish Ramchandra; Leurent, Edouard; Zhang, Biao; Stevens, Sage; Salazar, Ana; Zhang, Ye; Lobov, Ivan; Walker, Jake; Porter, Allen; Redshaw, Morgan; Ke, Han; Rao, Abhishek; Lee, Alex; Lam, Hoi; Moffitt, Michael; Kim, Jaeyoun; Qiao, Siyuan; Koo, Terry; Dadashi, Robert; Song, Xinying; Sundararajan, Mukund; Xu, Peng; Kawamoto, Chizu; Zhong, Yan; Barbu, Clara; Reddy, Apoorv; Verzetti, Mauro; Li, Leon; Papamakarios, George; Klimczak-Plucińska, Hanna; Cassin, Mary; Kavukcuoglu, Koray; Swavely, Rigel; Vaucher, Alain; Zhao, Jeffrey; Hemsley, Ross; Tschannen, Michael; Ge, Heming; Menghani, Gaurav; Yu, Yang; Ha, Natalie; He, Wei; Wu, Xiao; Song, Maggie; Sterneck, Rachel; Zinke, Stefan; Calian, Dan A.; Marsden, Annie; Ruiz, Alejandro Cruzado; Hessel, Matteo; Gueta, Almog; Lee, Benjamin; Farris, Brian; Gupta, Manish; Li, Yunjie; Saleh, Mohammad; Misra, Vedant; Xiao, Kefan; Mendolicchio, Piermaria; Buttimore, Gavin; Krayvanova, Varvara; Nayakanti, Nigamaa; Wiethoff, Matthew; Pande, Yash; Mirhoseini, Azalia; Lao, Ni; Liu, Jasmine; Hua, Yiqing; Chen, Angie; Malkov, Yury; Kalashnikov, Dmitry; Gupta, Shubham; Audhkhasi, Kartik; Zhai, Yuexiang; Kopalle, Sudhindra; Jain, Prateek; Ofek, Eran; Meyer, Clemens; Baatarsukh, Khuslen; Strejček, Hana; Qian, Jun; Freedman, James; Figueira, Ricardo; Sokolik, Michal; Bachem, Olivier; Lin, Raymond; Kharrat, Dia; Hidey, Chris; Xu, Pingmei; Duan, Dennis; Li, Yin; Ersoy, Muge; Everett, Richard; Cen, Kevin; Santamaria-Fernandez, Rebeca; Taubenfeld, Amir; Mackinnon, Ian; Deng, Linda; Zablotskaia, Polina; Viswanadha, Shashank; Goel, Shivanker; Yates, Damion; Deng, Yunxiao; Choy, Peter; Chen, Mingqing; Sinha, Abhishek; Mossin, Alex; Wang, Yiming; Szlam, Arthur; Hao, Susan; Rubenstein, Paul Kishan; Toksoz-Exley, Metin; Aperghis, Miranda; Zhong, Yin; Ahn, Junwhan; Isard, Michael; Lacombe, Olivier; Luisier, Florian; Anastasiou, Chrysovalantis; Kalley, Yogesh; Prabhu, Utsav; Dunleavy, Emma; Bijwadia, Shaan; Mao-Jones, Justin; Chen, Kelly; Pasumarthi, Rama; Wood, Emily; Dostmohamed, Adil; Hurley, Nate; Simsa, Jiri; Parrish, Alicia; Pajarskas, Mantas; Harvey, Matt; Skopek, Ondrej; Kochinski, Yony; Rey, Javier; Rieser, Verena; Zhou, Denny; Lee, Sun Jae; Acharya, Trilok; Li, Guowang; Jiang, Joe; Zhang, Xiaofan; Gipson, Bryant; Mahintorabi, Ethan; Gelmi, Marco; Khajehnouri, Nima; Yeh, Angel; Lee, Kayi; Matthey, Loic; Baker, Leslie; Pham, Trang; Fu, Han; Pak, Alex; Gupta, Prakhar; Vasconcelos, Cristina; Sadovsky, Adam; Walker, Brian; Hsiao, Sissie; Zochbauer, Patrik; Marzoca, Andreea; Velan, Noam; Zeng, Junhao; Baechler, Gilles; Driess, Danny; Jain, Divya; Huang, Yanping; Tao, Lizzie; Maggs, John; Levine, Nir; Schneider, Jon; Gemzer, Erika; Petit, Samuel; Han, Shan; Fisher, Zach; Zelle, Dustin; Biles, Courtney; Ie, Eugene; Fadeeva, Asya; Liu, Casper; Franco, Juliana Vicente; Collister, Adrian; Zhang, Hao; Wang, Renshen; Zhao, Ruizhe; Kieliger, Leandro; Shuster, Kurt; Zhu, Rui; Gong, Boqing; Chan, Lawrence; Sun, Ruoxi; Basu, Sujoy; Zimmermann, Roland; Hayes, Jamie; Bapna, Abhishek; Snoek, Jasper; Yang, Weel; Datta, Puranjay; Abdallah, Jad Al; Kilgour, Kevin; Li, Lu; Mah, SQ; Jun, Yennie; Rivière, Morgane; Karmarkar, Abhijit; Spalink, Tammo; Huang, Tao; Gonzalez, Lucas; Tran, Duc-Hieu; Nowak, Averi; Palowitch, John; Chadwick, Martin; Talius, Ellie; Mehta, Harsh; Sellam, Thibault; Fränken, Philipp; Nicosia, Massimo; He, Kyle; Kini, Aditya; Amos, David; Basu, Sugato; Jobe, Harrison; Shaw, Eleni; Xu, Qiantong; Evans, Colin; Ikeda, Daisuke; Yan, Chaochao; Jin, Larry; Wang, Lun; Yadav, Sachin; Labzovsky, Ilia; Sampath, Ramesh; Ma, Ada; Schumann, Candice; Siddhant, Aditya; Shah, Rohin; Youssef, John; Agarwal, Rishabh; Dabney, Natalie; Tonioni, Alessio; Ambar, Moran; Li, Jing; Guyon, Isabelle; Li, Benny; Soergel, David; Fang, Boya; Karadzhov, Georgi; Udrescu, Cristian; Trinh, Trieu; Raunak, Vikas; Noury, Seb; Guo, Dee; Gupta, Sonal; Finkelstein, Mara; Petek, Denis; Liang, Lihao; Billock, Greg; Sun, Pei; Wood, David; Song, Yiwen; Yu, Xiaobin; Matejovicova, Tatiana; Cohen, Regev; Andra, Kalyan; D'Ambrosio, David; Deng, Zhiwei; Nallatamby, Vincent; Songhori, Ebrahim; Dangovski, Rumen; Lampinen, Andrew; Botadra, Pankil; Hillier, Adam; Cao, Jiawei; Baddi, Nagabhushan; Kuncoro, Adhi; Yoshino, Toshihiro; Bhagatwala, Ankit; Ranzato, Marcáurelio; Schaeffer, Rylan; Liu, Tianlin; Ye, Shuai; Sarvana, Obaid; Nham, John; Kuang, Chenkai; Gao, Isabel; Baek, Jinoo; Mittal, Shubham; Wahid, Ayzaan; Gergely, Anita; Ni, Bin; Feldman, Josh; Muir, Carrie; Lamblin, Pascal; Macherey, Wolfgang; Dyer, Ethan; Kilpatrick, Logan; Campos, Víctor; Bhutani, Mukul; Fort, Stanislav; Ahmad, Yanif; Severyn, Aliaksei; Chatziprimou, Kleopatra; Ferludin, Oleksandr; Dimarco, Mason; Kusupati, Aditya; Heyward, Joe; Bahir, Dan; Villela, Kevin; Millican, Katie; Marcus, Dror; Bahargam, Sanaz; Unlu, Caglar; Roth, Nicholas; Wei, Zichuan; Gopal, Siddharth; Ghoshal, Deepanway; Lee, Edward; Lin, Sharon; Lees, Jennie; Lee, Dayeong; Hosseini, Anahita; Fan, Connie; Neel, Seth; Wu, Marcus; Altun, Yasemin; Cai, Honglong; Piqueras, Enrique; Woodward, Josh; Bissacco, Alessandro; Haykal, Salem; Bordbar, Mahyar; Sundaram, Prasha; Hodkinson, Sarah; Toyama, Daniel; Polovets, George; Myers, Austin; Sinha, Anu; Levinboim, Tomer; Krishnakumar, Kashyap; Chhaparia, Rachita; Sholokhova, Tatiana; Gundavarapu, Nitesh Bharadwaj; Jawahar, Ganesh; Qureshi, Haroon; Hu, Jieru; Momchev, Nikola; Rahtz, Matthew; Wu, Renjie; S, Aishwarya P; Dhamdhere, Kedar; Guo, Meiqi; Gupta, Umang; Eslami, Ali; Schain, Mariano; Blokzijl, Michiel; Welling, David; Orr, Dave; Bolelli, Levent; Perez-Nieves, Nicolas; Sirotenko, Mikhail; Prasad, Aman; Kar, Arjun; Pigem, Borja De Balle; Terzi, Tayfun; Weisz, Gellért; Ghosh, Dipankar; Mavalankar, Aditi; Madeka, Dhruv; Daugaard, Kaspar; Adam, Hartwig; Shah, Viraj; Berman, Dana; Tran, Maggie; Baker, Steven; Andrejczuk, Ewa; Chole, Grishma; Raboshchuk, Ganna; Mirzazadeh, Mahdi; Kagohara, Thais; Wu, Shimu; Schallhart, Christian; Orlando, Bernett; Wang, Chen; Rrustemi, Alban; Xiong, Hao; Liu, Hao; Vezer, Arpi; Ramsden, Nolan; Chang, Shuo-yiin; Mudgal, Sidharth; Li, Yan; Vieillard, Nino; Hoshen, Yedid; Ahmad, Farooq; Slone, Ambrose; Hua, Amy; Potikha, Natan; Rossini, Mirko; Stritar, Jon; Prakash, Sushant; Wang, Zifeng; Dong, Xuanyi; Nazari, Alireza; Nehoran, Efrat; Tekelioglu, Kaan; Li, Yinxiao; Badola, Kartikeya; Funkhouser, Tom; Li, Yuanzhen; Yerram, Varun; Ganeshan, Ramya; Formoso, Daniel; Langner, Karol; Shi, Tian; Li, Huijian; Yamamori, Yumeya; Panda, Amayika; Saade, Alaa; Scarpati, Angelo Scorza; Breaux, Chris; Carey, CJ; Zhou, Zongwei; Hsieh, Cho-Jui; Bridgers, Sophie; Butryna, Alena; Gupta, Nishesh; Tulsyan, Vaibhav; Woo, Sanghyun; Eltyshev, Evgenii; Grathwohl, Will; Parks, Chanel; Benjamin, Seth; Panigrahy, Rina; Dodhia, Shenil; De Freitas, Daniel; Sauer, Chris; Song, Will; Alet, Ferran; Tolins, Jackson; Paduraru, Cosmin; Zhou, Xingyi; Albert, Brian; Zhang, Zizhao; Shu, Lei; Bansal, Mudit; Nguyen, Sarah; Globerson, Amir; Xiao, Owen; Manyika, James; Hennigan, Tom; Rong, Rong; Matak, Josip; Bakalov, Anton; Sharma, Ankur; Sinopalnikov, Danila; Pierson, Andrew; Roller, Stephen; Brown, Geoff; Gao, Mingcen; Fukuzawa, Toshiyuki; Ghafouri, Amin; Vassigh, Kenny; Barr, Iain; Wang, Zhicheng; Korsun, Anna; Jayaram, Rajesh; Ren, Lijie; Zaman, Tim; Khan, Samira; Lunts, Yana; Deutsch, Dan; Uthus, Dave; Katz, Nitzan; Samsikova, Masha; Khalifa, Amr; Sethi, Nikhil; Sun, Jiao; Tang, Luming; Alon, Uri; Luo, Xianghong; Yu, Dian; Nayyar, Abhishek; Petrini, Bryce; Truong, Will; Hellendoorn, Vincent; Chinaev, Nikolai; Alberti, Chris; Wang, Wei; Hu, Jingcao; Mirrokni, Vahab; Balashankar, Ananth; Aharon, Avia; Mehta, Aahil; Iscen, Ahmet; Kready, Joseph; Manning, Lucas; Mohananey, Anhad; Chen, Yuankai; Tripathi, Anshuman; Wu, Allen; Petrovski, Igor; Hwang, Dawsen; Baeuml, Martin; Chandrakaladharan, Shreyas; Liu, Yuan; Coaguila, Rey; Chen, Maxwell; Ma, Sally; Tafti, Pouya; Tatineni, Susheel; Spitz, Terry; Ye, Jiayu; Vicol, Paul; Rosca, Mihaela; Puigdomènech, Adrià; Yahav, Zohar; Ghemawat, Sanjay; Lin, Hanzhao; Kirk, Phoebe; Nabulsi, Zaid; Brin, Sergey; Bohnet, Bernd; Caluwaerts, Ken; Veerubhotla, Aditya Srikanth; Zheng, Dan; Dai, Zihang; Petrov, Petre; Xu, Yichong; Mehran, Ramin; Xu, Zhuo; Zintgraf, Luisa; Choi, Jiho; Hombaiah, Spurthi Amba; Thoppilan, Romal; Reddi, Sashank; Lew, Lukasz; Li, Li; Webster, Kellie; Sawhney, KP; Lamprou, Lampros; Shakeri, Siamak; Lunayach, Mayank; Chen, Jianmin; Bagri, Sumit; Salcianu, Alex; Chen, Ying; Donchev, Yani; Magister, Charlotte; Nørly, Signe; Rodrigues, Vitor; Izo, Tomas; Noga, Hila; Zou, Joe; Köppe, Thomas; Zhou, Wenxuan; Lee, Kenton; Long, Xiangzhu; Eisenbud, Danielle; Chen, Anthony; Schenck, Connor; To, Chi Ming; Zhong, Peilin; Taropa, Emanuel; Truong, Minh; Levy, Omer; Martins, Danilo; Zhang, Zhiyuan; Semturs, Christopher; Zhang, Kelvin; Yakubovich, Alex; Moreno, Pol; McConnaughey, Lara; Lu, Di; Redmond, Sam; Weerts, Lotte; Bitton, Yonatan; Refice, Tiziana; Lacasse, Nicolas; Conmy, Arthur; Tallec, Corentin; Odell, Julian; Forbes-Pollard, Hannah; Socala, Arkadiusz; Hoech, Jonathan; Kohli, Pushmeet; Walton, Alanna; Wang, Rui; Sazanovich, Mikita; Zhu, Kexin; Kapishnikov, Andrei; Galt, Rich; Denton, Matthew; Murdoch, Ben; Sikora, Caitlin; Mohamed, Kareem; Wei, Wei; First, Uri; McConnell, Tim; Cobo, Luis C.; Qin, James; Avrahami, Thi; Balle, Daniel; Watanabe, Yu; Louis, Annie; Kraft, Adam; Ariafar, Setareh; Gu, Yiming; Rives, Eugénie; Yoon, Charles; Rusu, Andrei; Cobon-Kerr, James; Hahn, Chris; Luo, Jiaming; Yuvein; Zhu; Ahuja, Niharika; Benenson, Rodrigo; Kaufman, Raphaël Lopez; Yu, Honglin; Hightower, Lloyd; Zhang, Junlin; Ni, Darren; Hendricks, Lisa Anne; Wang, Gabby; Yona, Gal; Jain, Lalit; Barrio, Pablo; Bhupatiraju, Surya; Velusamy, Siva; Dafoe, Allan; Riedel, Sebastian; Thomas, Tara; Yuan, Zhe; Bellaiche, Mathias; Panthaplackel, Sheena; Kloboves, Klemen; Jauhari, Sarthak; Akbulut, Canfer; Davchev, Todor; Gladchenko, Evgeny; Madras, David; Chuklin, Aleksandr; Hill, Tyrone; Yuan, Quan; Madhavan, Mukundan; Leonhard, Luke; Scandinaro, Dylan; Chen, Qihang; Niu, Ning; Douillard, Arthur; Damoc, Bogdan; Onoe, Yasumasa; Pedregosa, Fabian; Bertsch, Fred; Leichner, Chas; Pagadora, Joseph; Malmaud, Jonathan; Ponda, Sameera; Twigg, Andy; Duzhyi, Oleksii; Shen, Jingwei; Wang, Miaosen; Garg, Roopal; Chen, Jing; Evci, Utku; Lee, Jonathan; Liu, Leon; Kojima, Koji; Yamaguchi, Masa; Rajendran, Arunkumar; Piergiovanni, AJ; Rajendran, Vinodh Kumar; Fornoni, Marco; Ibagon, Gabriel; Ragan, Harry; Khan, Sadh MNM; Blitzer, John; Bunner, Andrew; Sun, Guan; Kosakai, Takahiro; Lundberg, Scott; Elue, Ndidi; Guu, Kelvin; Park, SK; Park, Jane; Narayanaswamy, Arunachalam; Wu, Chengda; Mudigonda, Jayaram; Cohn, Trevor; Mu, Hairong; Kumar, Ravi; Graesser, Laura; Zhang, Yichi; Killam, Richard; Zhuang, Vincent; Giménez, Mai; Jishi, Wael Al; Ley-Wild, Ruy; Zhai, Alex; Osawa, Kazuki; Cedillo, Diego; Liu, Jialu; Upadhyay, Mayank; Sieniek, Marcin; Sharma, Roshan; Paine, Tom; Angelova, Anelia; Addepalli, Sravanti; Parada, Carolina; Majumder, Kingshuk; Lamp, Avery; Kumar, Sanjiv; Deng, Xiang; Myaskovsky, Artiom; Sabolić, Tea; Dudek, Jeffrey; York, Sarah; Quitry, Félix de Chaumont; Nie, Jiazhong; Cattle, Dee; Gunjan, Alok; Piot, Bilal; Khawaja, Waleed; Bang, Seojin; Wang, Simon; Khodadadeh, Siavash; R, Raghavender; Rawlani, Praynaa; Powell, Richard; Lee, Kevin; Griesser, Johannes; Oh, GS; Magalhaes, Cesar; Li, Yujia; Tokumine, Simon; Vogel, Hadas Natalie; Hsu, Dennis; BC, Arturo; Jindal, Disha; Cohen, Matan; Yang, Zi; Yuan, Junwei; de Cesare, Dario; Bruguier, Tony; Xu, Jun; Roy, Monica; Jacovi, Alon; Belov, Dan; Arya, Rahul; Meadowlark, Phoenix; Cohen-Ganor, Shlomi; Ye, Wenting; Morris-Suzuki, Patrick; Banzal, Praseem; Song, Gan; Ponnuramu, Pranavaraj; Zhang, Fred; Scrivener, George; Zaiem, Salah; Rochman, Alif Raditya; Han, Kehang; Ghazi, Badih; Lee, Kate; Drath, Shahar; Suo, Daniel; Girgis, Antonious; Shenoy, Pradeep; Nguyen, Duy; Eck, Douglas; Gupta, Somit; Yan, Le; Carreira, Joao; Gulati, Anmol; Sang, Ruoxin; Mirylenka, Daniil; Cooney, Emma; Chou, Edward; Ling, Mingyang; Fan, Cindy; Coleman, Ben; Tubone, Guilherme; Kumar, Ravin; Baldridge, Jason; Hernandez-Campos, Felix; Lazaridou, Angeliki; Besley, James; Yona, Itay; Bulut, Neslihan; Wellens, Quentin; Pierigiovanni, AJ; George, Jasmine; Green, Richard; Han, Pu; Tao, Connie; Clark, Geoff; You, Chong; Abdolmaleki, Abbas; Fu, Justin; Chen, Tongzhou; Chaugule, Ashwin; Chandorkar, Angad; Rahman, Altaf; Thompson, Will; Koanantakool, Penporn; Bernico, Mike; Ren, Jie; Vlasov, Andrey; Vassilvitskii, Sergei; Kula, Maciej; Liang, Yizhong; Kim, Dahun; Huang, Yangsibo; Ye, Chengxi; Lepikhin, Dmitry; Helmholz, Wesley

Emma García; Wesley Wei; Susan Kemper Patrick; Melanie Leung-Gagné; Michael A. DiNapoli; Learning Policy Institute

Learning Policy Institute. 2023.

Sharon S. Y. Leung; Helen S. L. Tsang; Jasmine Chan; Oliver Y. H. Kui; Ping Zeng; Yin Ting Cheung; James-Wesley Cheng; Kate C. C. Chan; Michelle Yu; Patricia Tang; John D. Brannan; Jenny K. W. Lam; Hak-Kim Chan; Albert M. Li

Annals of Medicine, Vol 57, Iss 1 (2025)

Sun, Yitian; Schutz, Katelin; Sewalls, Harper; Leung, Calvin; Masui, Kiyoshi Wesley

Wyatt, Steven; Elliott, David; Aravamudan, Akshay; Otero, Carlos E.; Otero, Luis D.; Anagnostopoulos, Georgios C.; Smith, Anthony O.; Peter, Adrian M.; Jones, Wesley; Leung, Steven; Lam, Eric

2021 IEEE 7th World Forum on Internet of Things (WF-IoT) Internet of Things (WF-IoT), 2021 IEEE 7th World Forum on. :309-314 Jun, 2021

Wubet Worku Takele; Kimberly K. Vesco; Jami Josefson; Leanne M. Redman; Wesley Hannah; Maxine P. Bonham; Mingling Chen; Sian C. Chivers; Andrea J. Fawcett; Jessica A. Grieger; Nahal Habibi; Gloria K. W. Leung; Kai Liu; Eskedar G. Mekonnen; Maleesa Pathirana; Alejandra Quinteros; Rachael Taylor; Gebresilasea G. Ukke; Shao J. Zhou; ADA/EASD PMDI; Siew Lim

Communications Medicine, Vol 4, Iss 1, Pp 1-15 (2024)

Siew Lim; Wubet Worku Takele; Kimberly K. Vesco; Leanne M. Redman; Wesley Hannah; Maxine P. Bonham; Mingling Chen; Sian C. Chivers; Andrea J, Fawcett; Jessica A. Grieger; Nahal Habibi; Gloria K. W. Leung; Kai Liu; Eskedar Getie Mekonnen; Maleesa Pathirana; Alejandra Quinteros; Rachael Taylor; Gebresilasea G. Ukke; Shao J. Zhou; ADA/EASD PMDI; Jami Josefson

Communications Medicine, Vol 3, Iss 1, Pp 1-11 (2023)

Alan Kivitz; Wesley DeHaan; Rehan Azeem; Justin Park; Sheri Rhodes; Jamie Inshaw; Sheldon S. Leung; Savvas Nicolaou; Lloyd Johnston; Takashi K. Kishimoto; Peter G. Traber; Earl Sands; Hyon Choi

Rheumatology and Therapy, Vol 10, Iss 4, Pp 825-847 (2023)

Wendy Leung; Ryan M. Baxley; Emma Traband; Ya-Chu Chang; Colette B. Rogers; Liangjun Wang; Wesley Durrett; Kendall S. Bromley; Lidia Fiedorowicz; Tanay Thakar; Anika Tella; Alexandra Sobeck; Eric A. Hendrickson; George-Lucian Moldovan; Naoko Shima; Anja-Katrin Bielinsky

Cell Reports, Vol 42, Iss 12, Pp 113523- (2023)

Agnes Sze Yin Leung, MBChB; Nam Sze Cheng, DNurs; James Wesley Ching-hei Cheng, MBBS; Jack Pun, DPhil; Ting Fan Leung, MD, FAAAAI

Journal of Allergy and Clinical Immunology: Global, Vol 2, Iss 3, Pp 100098- (2023)

Earl Sands; Alan Kivitz; Wesley DeHaan; Sheldon S. Leung; Lloyd Johnston; Takashi Kei Kishimoto

Nature Communications, Vol 13, Iss 1, Pp 1-7 (2022)

Yang, Timothy Xianyi; Tan, Adrian Y; Leung, Wesley H; Chong, David; Chow, Yu Fat

Cureus

Cortland Linder (UK), Maria Picciochi (UK) Sakina Bhaloo (UK); Ebenezer Amofa (Ghana) (Canada Gaston (Rwanda) Jose Andres Calvache (Colombia) Sivesh Kamarajah (UK) Palesa Motshabi (South Africa) Dmitri Nepogodiev (UK), Dhruv Ghosh (India); Laura Kudrna (UK); Maame Jenny (Ghana); Muyiwa Rotimi (Nigeria); Telesphore Kabera (Rwanda); Virginia Ledda (UK); Sam Lawday (UK), Craig McClain (USA); Cliff Shelton (UK); Abdul Ghaffar (Switzerland or Pakistan); Adedogni (Nigeria); Allen Jean De La Croix Ingabire (Rwanda); Asad Latif (Pakistan); Nana Boateng (Ghana); Jean Pierre Nganabashaka (Rwanda); Larissa Cronje (South Africa); Mogane Palesa (South Africa); Sylvestre Nzahabwanayo (Rwanda); Pritpal Singh (India); Revatrams (India); Rotimi Aaron (Nigeria); Samuel Jerry Cobbina (Ghana); Sandrine Zola (Benin); Suryakiran Sharma (India); Teena Gill (India); Tony Thomson (India); James Glasbey (UK); Janet Martin (Canada) $; Christina George (India) $; Aneel Bhangu (UK) $ Joint first authors; $Joint senior authors Statistical Analysis Cortland Linder (UK); Maria Picciochi (UK); Sivesh Kamarajah (UK); Bryar Kadir (UK); Aneel Bhangu (UK) Operational Committee: Aneel Bhangu (UK); Abdul Gaffar (Pakistan); Adewale Adisa (Nigeria); Andrew Dove (UK); Christina George (Unknown); Dmitri Nepogodiev (UK); Elizabeth Li (Unknown); Ewen Harrison (UK); Fareeda Galley (Ghana); Ian Thomson (UK); J. C. Allen Ingabire (Rwanda); Janet Martin (Canada); Mwayi Kachapila (Malawi); Natalie Rowland (UK); Omar Omar (Somalia or Kenya); Parvez Haque (Bangladesh or India); Rachel Lillywhite (UK); Richard Lilford (UK); Rob Lillywhite (UK); Samuel Cobbina (Ghana); Tracy Roberts (UK). Dissemination Committee (listed by country): Albania: I Dajti; Algeria: Z Djama; Argentina: M Lucchini, RM Palacios Huatuco; Australia: K Atherton; AC Dawson; E Lun; Austria: F Aigner; Belgium: F Berrevoet; Benin: I Lawani; S Lawani; C Bokossa; Bosnia and Herzegovina: S Delibegovic; Bulgaria: M Slavchev; Burkina Faso: AF Sanon, A Sanou; Burundi: JB Gusa, JC Mbonicura; Cameroon: A Bang; O Gabom; C Nwegbu; Canada: A Brar, J Martin; Chile: MM Modolo, M Olivos; Colombia: JA Calvache; Croatia: J Mihanovic; Cyprus: N Gouvas, A Yiallourou; Czech Republic: B East; Dominican Republic: S Batista, R Rivas; Ecuador: EP Lincango; Egypt: S Emile; Ethiopia: AB Aregawi; France: AP Arnaud; Gabon: N Boumas; Georgia: Z Demetrashvili; Germany: H Lederhuber, MW Löffler; Ghana: AE Agbeko; NB Sam; S Tabiri; F Agyei; FE Gyamfi; S Mohammed; Greece: I Katsaros, G Tsoulfas; India: L Bains; J Dhiman; D Ghosh; PD Haque; A Suroy; Ireland: S Ramjit; Israel: G Marom; Italy: F Pata, G Gallo; Jordan: F Ayasra; Kazakhstan: I R Fakhradiyev; Kenya: IHS Hamdun; Kyrguzstan: A Iqbal; Liberia: E Mbanzabugabo; Libya: M Elhadi; Lithuania: A Gulla; Madagascar: L Samison; Malawi: M Nyirenda, R Nyirenda; Malaysia: AC Roslani; Mali: B Bengaly; Malta: J Psaila; Mexico: L Martinez, A Ramos-De la Medina; Namibia: PR Nashidengo; New Zealand: M McGuinnes, D Wright; Niger: A Ousseini; Nigeria: A Adisa, AO Ademuyiwa; North Macedonia: T Risteski; Oman: Z Al Balushi; B Dawud; A AlSharqi; F Ali; Pakistan: AU Qureshi; Palestine: H Abu-Arish; Paraguay: H Gomez-Fernandez; Philippines: JM Faylona, MD Sacdalan; Poland: W Krawczyk; Portugal: JG Goncalves-Nobre; M Sampaio-Alves; I Santos; Romania: I Negoi; Russian Federation: A Butyrskii; Rwanda: JC Allen, F Ntirenganya; Sierra Leone: I Fortune; Slovenia: J Kosir; South Africa: N Parker, K Chu; Spain: A Minaya Bravo; Sri Lanka: D Wickramasinghe, U Jayarajah; Sudan: M Elmujtaba; Sweden: M Nikberg; Switzerland: E Gialamas; Syria: M Alshaar; Tanzania: M Nkoronko; Turkey: A Isik; Uganda: I Mubesi; United States: J NgKamstra; Venezuela: O Bahsas-Zaky. Hospital leads (listed by country and city): Albania: E Agastra (Korca; Regional Hospital of Korca); I Dajti (Tirana; University hospital Koco Gliozheni). Algeria: R Belouz (Algiers; CHU Isaad Hassani); Z Djama (Constantine; University Hospital Abdelhamid Ben Badis); A Mouffokes (Oran; EHU-1st November 1954). 2 Argentina: ME Muriel (Allende, Cordoba; Sanatorio Allende - Sede Cerro); RM Palacios Huatuco (Buenos Aires; Hospital Italiano de Buenos Aires); M Santillan (Buenos Aires; Hospital Universitario CEMIC); A Duro (Buenos Aires; Hospital municipal de vicente lópez); JI Valenzuela (City of Buenos Aires; Hospital Velez Sarsfield); DA Pantoja Pachajoa (Cordoba; Clinica Universitaria Reina Fabiola); G Romero reyna (Cordoba; Sanatorio Allende - Sede Nueva Cordoba); CM Florián Villa (San Francisco; Clinica Regional del Este). Aruba: M Gosselink (Oranjestad; Dr. Horacio E Oduber Hospital). Australia: YH Lam, A Nguyen (Adelaide; Northern Adelaide Local Health Network); JA Duffield (Adelaide; Royal Adelaide Hospital); A Frankel (Brisbane; Princess Alexandra Hospital); S Bowman (Brisbane; Queen Elizabeth 2 Jubilee Hospital); D Mitchell (Brisbane; Surgical Treatment and Rehabilitation Service); H Iswariah (Brisbane; The Prince Charles Hospital (TPCH)); S Abeykoon (Campbelltown; Campbelltown Hospital); S Gananadha (Canberra; Calvary Hospital); Canberra Hospital); S Salindera (Coffs Harbour NSW; Coffs Harbour Health Campus); S Stevens (Colac; Colac Area Health); AC Dawson (Gosford; Gosford Hospital); M Issa (Hamilton; Hamilton Base Hospital); E Wong (Melbourne; Angliss Hospital); L Bromley (Melbourne; Austin Hospital); Box Hill Hospital); K Jaffry (Melbourne; Casey Hospital); M Bickford (Melbourne; Knox Private Hospital); Maroondah Hospital); R Nataraja (Melbourne; Monash Childrens Hospital); R Hodgson (Melbourne; Northern Hospital); A Fox (Melbourne; St Vincent’s Hospital); M Wichmann (Mount Gambier; Mount Gambier and Districts Health Service); A Davis (Mount Nasura; Armadale Health Service); S Zhang (Newcastle; Calvary Mater Newcastle); M Ishak (Newcastle; John Hunter Hospital); R Liang (Robina; Robina Hospital); P Tang (Sale; Sale Hospital / Central Gippsland Health Service); R Liang (Southport; Gold Coast University Hospital); M Park (Sydney; Royal North Shore Hospital); C Cornwell (Sydney; The Royal Prince Alfred Hospital); E Page-Taylor (Toowoomba; Toowoomba Hospital); A Hameed (Westmead; Westmead Hospital); R McGee (Wyong; Wyong Public Hospital). Austria: I Königsrainer (Feldkirch; Landeskrankenhaus Feldkirch); F Aigner (Graz; Barmherzige Brüder Krankenhaus, Graz); S Mikalauskas (Graz; Medical University of Graz); L Havranek (Linz; Ordensklinikum Linz Elisabethinen); A Binder (Tulln; Universitätsklinikum Tulln). Bangladesh: S Islam (Dhaka; Dhaka Medical College Hospital); MP Singh (Dinajpur; Lamb Hospital). Benin: G Gbessi (Cotonou; Centre National Hospitalier et Universitaire Hubert Koutoukou Maga); H Aouagbe Behanzin (Cotonou; Hopital de Menontin); M Agbadebo (Dassa-Zoumè; Hôpital de Zone de Dassa-Zoumè); E Bara (Kandi; Hôpital de zone de Kandi); AB Yevide (Klouékanme; Hopital de Zone de Klouékanme); TK Hessou (Natitingou; Centre Hospitalier Départemental de l’Atacora); AM Hodonou (Parakou; Centre Hospitalier Universitaire Borgou Alibori); I Lawani (Porto Novo; Centre Hospitalier Universitaire et Departemental Oueme Plateau). Bosnia and Herzegovina: Z Matkovic (Doboj; Genera Hospital ‘Sveti aposto Luka’ Doboj); N Lalovic (Foča; University Hospital Foča); J Miskovic (Mostar; SKB University Clinical Hospital Mostar); M Salibašić (Sarajevo; Clinical Center University of Sarajevo); A Cerovac (Tešanj; General Hospital Tešanj); A Tursunovic (Tuzla; University Clinical Center Tuzla). Brazil: C Panis (Francisco Beltrão; Universidade Estadual do Oeste do Paraná). 3 Bulgaria: T Ivanov (Pleven; Heart and Brain - Pleven Hospital); M Karamanliev (Pleven; University Hospital Dr Georgi Stranski, Medical University - Pleven); R Donchev (Plovdiv; MHAT St. Karidad); D Hadzhiev (Plovdiv; UMHAT Sveti Georgi); T Yotsov (Ruse; University Hospital Medika); E Hristova (Sofia; Fifth City Hospital Sofia - 5th MBAL). Burkina Faso: AF Sanon (Ouagadougou; Tengandogo University Hospital). Burundi: JC Mbonicura (Bujumbura; Centre Hospitalo-Universitaire de Kamenge); N Diomede (Bujumbura; Kamenge Military Hospital); J Gusa (Bujumbura; Prince Regent Charles Hospital). Cambodia: S Stock (Battambang; Handa Medical Centre). Cameroon: O Ndizeye (Bamenda; Nkwen Baptist Hospital). Canada: R Spence (Halifax; Queen Elizabeth II); S Lee (Port Moody; Eagle Ridge Hospital); S Lee (Vancouver; Royal Columbian Hospital). Chile: MM Modolo (Santiago; Hospital Barros Luco Trudeau). China: W Yang (Guangzhou; The First Affiliated Hospital of Jinan University). Colombia: CJ Perez Rivera (Bogota; Fundacion Cardioinfantil-IC); S Sierra (Medellin; Clínica CES); DS Garcés Palacios (Popayan; Hospital Susana Lopez de Valencia); JA Calvache (Popayán; Hospital Universitario San José). Croatia: J Mihanovic (Zadar; Zadar General Hospital); G Augustin (Zagreb; University Hospital Centre Zagreb). Cyprus: A Yiallourou (Nicosia; Nicosia General Hospital). Czech Republic: J Moravik (Decin; Krajská zdravotní as - Hospital Decin); A Al Kaddah (Hradec Kralove; Charles University Hospital); Z Musilová (Ivančice; Hospital Ivančice); M Schön (Novy Jicin; Hospital; Oncological Centre Novy Jicin); J Roman (Ostrava; University Hospital Ostrava); B East (Prague; Motol University Hospital). Dominican Republic: R Rivas (Santo Domingo; CEDIMAT - Centro de Diagnóstico; Medicina Avanzada; Laboratorio y Telemedicina). Egypt: G Abouelnagah (Alexandria; Alexandria Main University Hospital); D Attia (Alexandria; Alexandria Medical Research Institute); G Abouelnagah (Alexandria; Smouha University Hospital); A Maher (Assiut; Assiut University Children Hospital); A Kedwany (Assiut; Assiut University Hospital); S Abdelmohsen (Aswan; Aswan University Hospital, Aswan University); R Adel Diab (Cairo; Al Zahraa University Hospital); A Al-Mallah (Cairo; Al-Azhar University Hospitals); H Taher (Cairo; Cairo University Children’s Hospitals (CUSPH; CUCH)); H Abozied (Cairo; EL-Hussein University Hospital; Al-Azhar University; Faculty Of Medicine); ASM Abdelrahman (Cairo; Giza International Hospital); M ElFiky, N Shehata (Cairo; Kasr Al Ainy Faculty of Medicine, Cairo University); B Fahmy (Giza; The Memorial Soaad Kafafi University Hospital); H Elghadban (Mansoura; Mansoura University Hospital); E Adel Mahmod Sultan (Menofia; Menofia University Hospital); M Omar (Qena; Qena University Hospital); EA Ahmed (Sohag; Sohag University Hospital); AM Elkhouly (Tanta; Tanta University Hospital); A Asla (Zagazig; Al Ahrar Zagazig Teaching Hospital). Ethiopia: F Terefe (Addis Ababa; Yekatit 12 hospital medical college); A Yeshitila (Deberebirhan; Hakim Gizaw Hospital); M Taeme (Dessie; Dessie Referral Hospital); A Demessie (Gondar; Gondar University Comprehensive specialized hospital); AB Aregawi (Hawassa; Hawassa University 4 Comprehensive Specialized Hospital); N S. Bayleyegn (Jimma; Jimma University Medical Center); B Sime (Yirgalem; Yirgalem Hospital Medical College). France: A Police (Eaubonne; Hôpital Simone Veil); A Castaldi (Nimes; Hôpital Carèmeau); E Reitano (Strasbourg; Nouvel Hopital Civil de Strasbourg). Gabon: N Boumas (Libreville; Centre Hospitalier universitaire mère enfant Fondation Jeanne Ebori). Georgia: Z Demetrashvili (Tbilisi; N. Kipshidze Central University Clinic). Germany: C Kamphues (Berlin; Park-Klinik Weissensee); D Hackner (Erlangen; Universitätsklinikum Erlangen); U Ronellenfitsch (Halle; University Hospital Halle); J Rolinger (Moenchengladbach; Kliniken Maria Hilf); D Reim (Munich; Klinikum Rechts der Isar TUM School of Medicine); N Börner (Munich; Ludwig Maximilian University of Munich - Großhadern); J Goedeke (Munich; Ludwig Maximilian University of Munich - Innenstadt); AE Gut (München; Isarklinikum); M Janda (Rostock; University Hospital Rostock); J De Deken (Saarbruecken; Klinikum Saarbruecken); MW Löffler (Tuebingen; University Hospital Tuebingen). Ghana: R Armah (Accra; Greater Accra Regional Hospital); A Bediako Bowan (Accra; Korle-Bu Teaching Hospital); E Kafui Ayodeji (Accra; Pentecost Hospital); EA Arkoh (Ankaful; Ankaful Leprosy General Hospital); FE Gyamfi (Berekum; Berekum Holy Family Hospital); A Davor (Bolgatanga; Upper East Regional Hospital); MT Morna (Cape-Coast; Cape Coast Teaching Hospital); N Agboadoh (Damongo; St. Anne’s Hospital); EA Nachelleh (Ho; Ho Teaching Hospital); AE Agbeko (Kumasi; Komfo-Anokye Teaching Hospital); S Mensah (Kumasi; University Hospital, KNUST); P Taah-Amoako (Nsawkaw; Tain District Hospital); K Collins (Sunyani; Brong-Ahafo Regional Hospital); AS Seidu (Tamale; Tamale Teaching Hospital); BK Seshie (Tema; Tema General Hospital); G Ansong (Walewale; Walewale Government Hospital). Greece: K Kambouri (Alexandroupolis; Alexandroupolis University General Hospital); A Kyriakidis (Amfissa; General Hospital of Amfissa); D Korkolis (Athens; Agios Savvas Anticancer Hospital); N Memos (Athens; Aretaieion Hospital); D Kelgiorgi (Athens; Athens Euroclinic); C Chouliaras (Athens; Athens Medical Center); E Fradelos (Athens; Athens Naval and Veterans Hospital); N Michalopoulos (Athens; Attikon University General Hospital); N Dimitrokallis (Athens; Evaggelismos General Hospital); A Paspala (Athens; Evgenideio Hospital); P Christodoulou (Athens; General Hospital Asklepieio Voulas); EC Tampaki (Athens; KAT Athens General Hospital); D Schizas (Athens; Laiko University Hospital); K Kontzoglou (Athens; National and Kapodistrian University of Athens); M Spartalis (Athens; Sotiria General Hospital of Thoracic Diseases); M Billis (Filiates; General Hospital of Filiates); N Tsakiridis (Florina; Florina General Hospital ‘Eleni Th. Dimitriou’); A Karakosta (Ioannina; University Hospital of Ioannina); D Panagopoulos (Kyparissia; General Hospital of Messinia, Hospital Unit of Kyparissia); G Koukoulis (Larissa; General Hospital of Larissa ‘Koutlimpaneio and Triantafylleio’); G Christodoulidis (Larrisa; General University Hospital of Larissa); K Bouchagier (Patras; General University Hospital of Patras); V Mousafeiris (Patras; Karamandaneio Prefecture Children Hospital of Patras); A Papadopoulos (Piraeus; General Hospital of Nikaia); L Katsiaras (Piraeus; Metaxa Cancer Hospital); N Zampitis (Piraeus; Tzaneio General Hospital); O Ioannidis (Thessaloniki; George Papanikolaou General Hospital of Thessaloniki); M Drogouti 5 (Thessaloniki; O Agios Dimitrios General Hospital); C Kaselas (Thessaloniki; Papageorgiou General Hospital); D Lytras (Volos; Achillopoyleio General Hospital of Volos). Guatemala: M Aguilera-Arevalo (Guatemala City; Hospital General San Juan De Dios); L TaléRosales (Guatemala City; Hospital Juan Jose Arevalo Bermejo); ST Torres Rodríguez (Guatemala City; Hospital de Referencia Nacional de Enfermedades Respiratorias). India: N Krishnappa (Bangalore, Karnataka; BGS Global Institute of Medical Sciences); S Kumar Venkatappa (Bangalore; Victoria Hospital); TS Mishra (Bhubaneswar; All India Institute Of Medical Sciences - Bhubaneswar); Y Sakaray (Chandigarh; Postgraduate Institute of Medical Education; Research Chandigarh; India); R Kottayasamy Seenivasagam (Coimbatore; PSG Institute of Medical Sciences and Research); R Sharma (DELHI; St Stephen’s Hospital); R Gupta (Dehradun; Synergy Institute of Medical Sciences); M Luthra (Delhi; Holy Family Hospital); T Longkumer (Dimapur; Christian Institute of Health Sciences and Research); A Chhabra (Faridkot; Guru Gobind Singh Medical College; Hospital (Baba Farid University of Health Sciences)); T Doma Bhutia (Gangtok; Sir Thutob Namgyal Memorial Hospital Sochakgang); M Pathak (Jodhpur; All India Institute of Medical Sciences (AIIMS), Jodhpur); J Rathod (Karamsad; Shree Krishna Hospital); MK Agrawal (Lucknow; King George’s Medical University); D Jain (Ludhiana; Christian Medical College; Hospital); NK Chaudhry (Ludhiana; Satguru Partap Singh Hospital); A Mathew (Madhepura; Madhepura Christian Hospital); P Alexander (Manali; Lady Willingdon Hospital); V Kumar (Manipal; Kasturba Medical College Hospital, Manipal); RD Sharma (Mumbai; Lilavati Hospital; Research Centre); B Sarang (Mumbai; Terna Medical College and Hospital); D Singh (Nandurbar; Chinchpada Christian Hospital); N Gupta (New Delhi; ABVIMS Dr RML Hospital); S Kulkarni (New Delhi; Army Hospital Research; Referral New Delhi); T Rashid (New Delhi; Hamdard Institute of Medical Sciences; Research); L Bains (New Delhi; Maulana Azad Medical College); T Iahmo (Padhar; Padhar Hospital); A Kumar (Patiala; Government Medical College Patiala); M Kumar (Patna; All India Institute of Medical Sciences, Patna); R Abhinaya (Pondicherry; Jawaharlal Institute of Postgraduate Medical Education and Research); VS Jha (Pune; Command Hospital, Southern Command); D Dugar (Raipur; All India Institute of Medical Sciences Raipur); S Basu (Rishikesh; All India Institute Of Medical Sciences); K Singh (SAS Nagar (Mohali); BR Ambedkar State Institute of Medical Sciences Mohali); C Mahakalkar (Sawangi (Meghe), Wardha; Acharya Vinoba Bhave Rural Hospital); FQ Parray (Srinagar; Sher-iKashmir Institute of Medical Sciences); JA Kalyanapu (Tezpur; Baptist Christian Hospital); M Chisthi (Thiruvananthapuram; Government Medical College Thiruvananthapuram); A Kavalakat (Thrissur; Jubilee Mission Medical College; Research Institute); B Roopavathana. S (Vellore; Hospital). Iran, Islamic Rep. : N Yousefzadeh Kandevani (Bastak; Farabi hospital); M Pourfridoni (Jiroft; Imam Khomeini Hospital). Iraq: R Raheem Attallah Al_obaidy (Anbar; Heet General hospital); Z Alkhuzaie (Najaf; Al Batool private hospital); MA Al-Juaifari (Najaf; Al-Najaf Al-Ashraf Teaching Hospital). Ireland: S Ramjit (Dublin; St James’s Hospital); R Tummon (Kerry; University Hospital Kerry). Israel: S Abu Salem (Jerusalem; Hadassah Medical Center). 6 Italy: R Sulce (Arezzo; Ospedale San Donato USL Toscana Sud Est); PM Cicerchia (Ariccia; Ospedale dei Castelli (N. O. C. )); E Marra (Aversa; San Giuseppe Moscati); M Rottoli (Bologna; IRCCS Azienda Ospedaliero-Universitaria di Bologna); J Andreuccetti (Brescia; ASST Spedali Civili, Ospedale di Brescia); E Locci (Cagliari; Cagliari University Hospital); F Cappellacci (Cagliari; Chirurgia Generale e Polispecialistica, Cagliari University Ospital ‘Duilio Casula’); N Cillara (Cagliari; Santissima Trinità - ATS Sardegna); E Abate (Carate Brianza (MB); Ospedale Vittorio Emanuele III - Carate Brianza); F Ascari (Carpi; Ramazzini); S Romano (Casarano; Francesco Ferrari Hospital); M Veroux (Catania; Azienda Ospedaliero- Universitaria Policlinico San Marco); B Nardo (Cosenza; Azienda Ospedaliera di Cosenza); D Sasia (Cuneo; Santa Croce e Carle Hospital, Cuneo); G Baronio (Esine; ASST Valcamonica Ospedale di Esine); N Fabbri (Ferrara; Azienda Unità Sanitaria Locale di Ferrara); J Martellucci (Firenze; Azienda Ospedaliera Universitaria Careggi); G Canonico (Firenze; Ospedale San Giovanni di Dio); V Lizzi (Foggia; Ospedali Riuniti Azienda Ospedaliera Universitaria); F D’acapito (Forlì; Morgagni-Pierantoni); D Merlini (Garbagnate Milanese; ASST Rhodense - Ospedale di Garbagnate Milanese); A Barberis (Genoa; E. O. Ospedali Galliera); MF Amisano (Genoa; IRCCS Ospedale Policlinico San Martino); A Luzzi (Genoa; Ospedale Villa Scassi); F Palmieri (Gravedona ed Uniti; Ospedale Moriggia Pelascini); CL Bertoglio (Magenta; Ospedale ‘G. Fornaroli’, ASST-OVEST Milanese); E Baldini (Melzo; Ospedale Santa Maria delle Stelle, ASST Melegnano Martesana); M Ceolin (Milan; Humanitas Research Hospital); P De Nardi (Milan; IRCCS San Raffaele Scientific Institute, Milan); MG Piacentini (Milan; Ospedale Fatebenefratelli e Oftalmico); F Ferrara (Milan; San Carlo Borromeo); F Brucchi (Milan; Sesto San Giovanni Hospital); F Di Marco (Modica; Ospedale Maggiore); N Tamini (Monza; Fondazione IRCCS San Gerardo dei Tintori Monza; Scuola di Medicina e Chirurgia; Università Milano Bicocca); P Anoldo (Naples; Federico II University of Naples); R Patrone (Naples; Istituto Nazionale Tumori Fondazione, Pascale IRCCS); F Selvaggi (Naples; Primo Policlinico di Napoli); G Bellio (Padova; Piove di Sacco Hospital); P Venturelli (Palermo; Policlinico Universitario Paolo Giaccone); L Conti (Piacenza; G. Da Saliceto); L Morelli (Pisa; Azienda Ospedaliero Universitaria Pisana); SMM Basso (Pordenone; Azienda Sanitaria Friuli Occidentale (AS FO)); F Biolchini (Reggio Emilia; Azienda Unità Sanitaria Locale - IRCCS di Reggio Emilia); C Marafante (Rivoli; Ospedale degli Infermi di Rivoli); A Antinori (Rome; Fondazione Policlinico Universitario Agostino Gemelli); M Campanelli (Rome; Policlinico Tor Vergata Hospital, Rome); P Lapolla (Rome; Policlinico Umberto I Sapienza University of Rome); G Palomba (Salerno; San Giovanni di Dio e Ruggi d’Aragona); L Cardinali (San Benedetto del Tronto; Madonna del Soccorso Hospital); E Andolfi (Sansepolcro; Valtiberina); L Verre (Siena; Azienda Ospedaliero Universitaria Senese); G Poillucci (Spoleto (PG); San Matteo degli Infermi); E Pontecorvi (Sulmona; SS Annunziata); S Novello (Treviso; Ospedale Ca’ Foncello - Università di Padova (DISCOG)); M Santarelli (Turin; Città della Salute e della Scienza); L Cobellis (Vallo Della Lucania; Casa di Cura Prof. Dott. Luigi Cobellis); G Ietto (Varese Lombardy; University of Insubria, Ospedale di Circolo e Fondazione Macchi (Varese)); F Pederiva (Varese; Filippo Del Ponte Hospital, University of Insubria); A Iacomino (Venezia; Ospedale Civile - Santi Giovanni e Paolo); D Verdi (Venice; Mirano Hospital); A Broglia (Voghera; Ospedale Civile di Voghera); P Cianci (andria; Lorenzo Bonomo); M Angelucci 7 (rome; policlinico universitario campus bio medico of rome); G Calini (udine; santa maria della misericordia). Japan: H Yonekura (Aichi; Fujita Health University Bantane Hospital). Jordan: S Alananzeh (Ajloun; Al Iman Hospital); A Qasem (Amman; Al-Basheer Hospital); Y Alawneh (Amman; Ibn Al Haitham Hospital); S Al-Tahayneh (Amman; Islamic Hospital); A Khamees (Amman; Jordan University Hospital); MEH Albanna (Amman; Marka Specialty Hospital); RKZ Almahadin (Amman; Prince Hamza hospital); M Mahafdah (Ar Ramtha; King Abdullah University Hospital/ Jordan University of Science and Technology); O Mansour (As-Salt; Al Hussain New Salt Hospital); M Mubarak (Irbid; Ar Ramtha Govermental Hospital); A Alrababah (Irbid; Princess Basma Hospital). Kazakhstan: M Kulimbet (Almaty; City Clinical Hospital No. 7, Asfendiyarov Kazakh National Medical University); I Fakhradiyev (Almaty; JSC ‘Central Clinical Hospital’, Asfendiyarov Kazakh National Medical University). Kenya: R Parker (Bomet; Tenwek Hospital). Lebanon: D Rahme (Beirut; Hopital Libanais Geitaoui); H Hamdar (Jbail; Maritime Hospital). Libya: W Ebrahim (Albayda; Albayda Medical Center); M Saleh (Benghazi; Al-jalaa Teaching/Trauma Hospital); S Alsaeiti (Benghazi; Benghazi Children’s Hospital); R Michael (Benghazi; Benghazi Medical Center); A Bojazyah (Darna; Al-Wahda Hospital); H Bileid Bakeer (Gharyan; Gharyan Central Hospital); M Abudabbous, N Albahloul (Misurata; Misurata Central Hospital); A Egdeer (Nalut; Nalut Central Hospital); H Embarek (Sebha; Al-Majd Clinic); M Abdelkabir (Sebha; Aseel Alghad Clinic); H Idheiraj (Sebha; Sabha Medical Center); R Salim (Tobruk; Tobruk Medical Center); K Ayad (Tripoli; Alkhalil hospital); A Alragheai (Tripoli; Metiga Hospital); S Egreara (Tripoli; Sabratha teaching hospital); S Timmalah (Tripoli; Tripoli Medical Center/ Tripoli University Hospital); N Lahmer (Zawia; Zawia Teaching Hospital); N Ben Hasan (Zliten; Zliten Teaching Hospital). Lithuania: D Venskutonis (Kaunas; LUHS Kaunas Hospital); A Dauksa (Kaunas; Lithuanian University of Health Sciences Kaunas Clinics); A Gulla (Vilnius; Vilnius University Hospital). Madagascar: F Rasoaherinomenjanahary (Antananarivo; Joseph Ravoahangy Andrianavalona Hospital). Malaysia: MS Mohd Shah (Kelantan; Hospital Universiti Sains Malaysia); R Noor (Kota Bharu; Hospital Raja Perempuan Zainab II); SN Loke (Kuching, Sarawak; Sarawak General Hospital); MA Yunus (Malacca; Hospital Jasin); H Amin-Tai (Serdang; Hospital Pengajar Universiti Putra Malaysia (HPUPM)). Mali: KS Dembele (Ségou; District Hospital of Tominian). Malta: J Psaila (Msida; Mater Dei Hospital). Mexico: CM Nuño-Guzmán (Guadalajara; Antiguo Hospital Civil de Guadalajara); LA Flores Chávez (Guadalajara; Clínica de Especialidades más Centro de Cirugía Simplificada); CM Nuño-Guzmán, G Yanowsky-Reyes (Guadalajara; Hospital Civil Fray Antonio Alcalde); A Gonzalez Ojeda (Guadalajara; Hospital de Especialidades, CMNO-IMSS); G Ambriz González (Guadalajara; UMAE Hospital de Pediatria Centro Medico Nacional de Occidentes IMSS); EE Lozada Hernandez (León; Hospital Regional e Alta Especialidad del Bajio); M Trejo-Avila (Mexico City; Hospital General Dr. Manuel Gea González); C Moreno-Licea (Mexico City; Instituto Nacional de Ciencias Médicas y Nutrición 8 ‘Salvador Zubirán’); A Navarrete-Peón (Pachuca; Sociedad Española de Beneficencia); M Noguez Castillo (Querétaro; Hospital de especialidades del niño y la mujer); A Ramos-De la Medina (Veracruz; Hospital Español Veracruz). Morocco: I Gouazar (Marrakech; Centre Hospitalier Universitaire Mohammed VI, Marrakech); A Ouachhou (Rabat; Centre Hospitalier Universitaire Ibn Sina Rabat). Namibia: PR Nashidengo (Windhoek; Windhoek Central Academic Hospital). New Zealand: S Rennie (Masterton; Wairarapa Hospital); M Haimona (Wellington; Wellington Regional Hospital); F Fadzlullah (Whanganui; Whanganui Hospital); L Paterson (Whangarei; Whangarei Hospital). Nigeria: A Adeyeye (Ado Ekiti; Afe Babalola University Multi-System Hospital); J Olaogun (Ado-Ekiti; Ekiti State University Teaching Hospital); N Oloko (Bauchi; Abubakar Tafawa Balewa University Teaching Hospital Bauchi); P Agbonrofo (Benin City; University of Benin Teaching Hospital); A Abiodun (Bida; Federal Medical Centre Bida); U Ezomike (Enugu; University of Nigeria Teaching Hospital); SA Sani (Gwagwalada; University of Abuja Teaching Hospital); TA Lawal (Ibadan; University College Hospital); AO Lawal (Idi Araba; Lagos University Teaching Hospital); AI Okunlola (Ido Ekiti; Federal Teaching Hospital, Ido Ekiti); OM Williams (Ikeja; Lagos State University Teaching Hospital); A Adisa (Ile-Ife; Obafemi Awolowo University Teaching Hospitals Complex); T Mohammed (Ilesa; Obafemi Awolowo University Teaching Hospitals Complex Wesley Guild Hospital Unit); P Elemile (Ilishan-Remo; Babcock University Teaching Hospital); II Aremu (Ilorin; General Hospital); L Abdur-Rahman (Ilorin; University of Ilorin Teaching Hospital); JG Makama (Kaduna; Barau Dikko Teaching Hospital); IU Garzali (Kano; Aminu Kano Teaching Hospital); TT Ibiyeye (Lokoja; Federal Teaching Hospital Lokoja); OH Ekwunife (Nnewi; Nnamdi Azikiwe University Teaching Hospital); OH Ekwunife (Onitsha; Holy Rosary Specialist Hospital); O Ojewuyi (Osogbo; UNIOSUN Teaching Hospital); I Ogundele (Sagamu; Olabisi Onabanjo University Teaching Hospital); M Daniyan (Zaria; Ahmadu Bello University Teaching Hospital). North Macedonia: T Risteski (Skopje; University Clinic for Pediatric Surgery). Oman: H Al-Aamri (Ibra; Ibra Hospital); AH ALSharqi (Muscat; Sultan Qaboos University Hospital); M Al Hinai (Nizwa; Nizwa Hospital). Pakistan: S Ahmed (Islamabad; Dr Akbar Niazi Teaching Hospital); SH Waqar (Islamabad; The Pakistan Institute of Medical Sciences); M Shahid (Karachi; PAF Faisal Hospital); F Ashraf (Karachi; Patel Hospital); AN Syed (Karachi; The Indus Hospital); AS Ammar (Lahore; Bahria International Hospital, Bahria Orchard); K Hayat (Lahore; Services Hospital Lahore); N Talat (Lahore; The Children’s Hospital; The Institute of Child Health Lahore); W Mabood (Peshawar; Mercy Teaching Hospital); HW Bhatti (Rawalpindi; Benazir Bhutto Hospital); M Usman Malik (Sargodha; District Headquarter; Teaching Hospital - Sargodha). Palestine: B Mohamad (Bethlehem, West Bank; Beit Jala Governmental Hospital (Al Hussein)); A Alwali (Gaza; Al-Shifa Hospital); A AbuNemer (Gaza; Nasser Hospital); S Alijla (Gaza; Palestine Red Crescent Society - Al-amal Hospital); H Ayesh (Hebron, West Bank; Al-Ahli Hospital); H Abu-Arish (Hebron, West Bank; Governmental Hebron Hospital-Alia); D Rabaia; A Jaber (Jenin; West Bank; The 9 Martyr Dr. Khalil Sulaiman Hospital (Jenin Governmental Hospital)); M MohammedAli (Nablus, West Bank; Rafidia Hospital); A Attili (Tulkarm, West Bank; Martyr Thabet Thabet Govermental Hospital). Paraguay: OM Cuenca Torres (Asuncion; Hospital de Clínicas; II Cátedra de Clínica Quirúrgica; Universidad Nacional de Asunción). Peru: V Panduro-Correa (Huánuco; Hospital Regional Hermilio Valdizán Medrano); L Fuentes Rivera Lau (Lima; British American Hospital); CF Huaroto Landeo (Lima; Clinica Internacional); G Mendiola (Lima; Hospital Santa Rosa de Lima); Y Carpio Colmenares (Lima; SANNA - Clínica El Golf); C Shiraishi Zapata (Paita; Hospital I Miguel Cruzado Vera EsSalud); R Díaz-Ruiz (Piura; Jose Cayetano Heredia III Regional Hospital). Poland: Ł Nawacki (Kielce; Wojewódzki Szpital Zespolony w Kielcach); M Kisielewski (Krakow; 5th Military Clinical Hospital); Z Orzeszko (Krakow; Brothers Hospitallers Hospital); M Matyja (Krakow; Jagiellonian University Medical College); W Krawczyk (Sosnowiec; Wojewódzki Szpiital Specjalistyczny nr 5 im. Św Barbary); M Walędziak (Warsaw; Military Institute Of Medicine); JK Zajac (Wroclaw; Regional Specialist Hospital in Wroclaw); F Brzeszczyński (Łódź; Copernicus Memorial Hospital). Portugal: S Henriques (Almada; Hospital Garcia de Orta); J Frazão (Amadora; Hospital Prof. Doutor Fernando Fonseca, E. P. E. ); S Gaspar Reis (Barreiro; Centro Hospitalar Barreiro Montijo, EPE); AR Mateus Loureiro (Caldas da Rainha; Hospital das Caldas da Rainha - Centro Hospitalar do Oeste, E. P. E); M Reia (Elvas; Hospital Santa Luzia Elvas); J Pinho (Figueira da Foz; Hospital Distrital da Figueira da Foz); DG Alves (Funchal; Hospital Dr. Nélio Mendonça); R Silva Borges (Horta; Hospital da Horta, E. P. E. ); E Borges (Lisbon; Centro Hospitalar Lisboa Norte); M Nunes (Matosinhos; Unidade Local de Saude de Matosinhos - Hospital Pedro Hispano); A Faustino (Ponta Delgada; Hospital do Divino Espírito Santo); G Fialho (Portalegre; Hospital Doutor José Maria Grande); J Dias-Ferreira (Porto; Centro Hospitalar e Universitário de São João); M Santos (Porto; Hospital da Prelada); J Marques Antunes (Santa Maria da Feira; Centro Hospitalar Entre o Douro e Vouga); H Devesa (Santarem; Hospital de Santarem); J Ricardo (Santiago do Cacém; Hospital do Litoral Alentejano); R Branquinho (Tomar; Centro Hospitalar Médio Tejo); J Fernandes (Vila Franca de Xira; Hospital Vila Franca de Xira); J Pereira-Macedo (Vila Nova de Famalicao; Centro Hospitalar do Medio Ave); B Vieira (Vila Real; Centro Hospitalar de Trás-os-Montes e Alto Douro, E. P. E. ). Qatar: CE Guldogan (Doha; Turkish Hospital). Romania: ST Makkai-Popa (Brasov; Regina Maria); F Grama (Bucharest; Coltea Clinical Hospital); EA Toma (Bucharest; Elias Emergency Hospital); I Negoi (Bucharest; Emergency Clinical Hospital Bucharest); M Muresan (Cluj-Napoca; Medicover Hospital Cluj). Russian Federation: V Kakotkin (Kaliningrad; Immanuel Kant Baltic Federal University, Regional Clinical Hospital); A Bedzhanyan (Moscow; Petrovsky National Research Centre of Surgery); S Katorkin (Samara; Hospital Surgery Clinic of Samara State Medical University); A Butyrskii (Simferopol; Municipal Emegency Hospital No. 6); V Ten (Yuzhno-Sakhalinsk; Private healthcare institution ‘RZD-Medicine’). Rwanda: N Christian (Huye, Gisagara; Butare university teaching hospital (CHUB)); C Mpirimbanyi (Kigali; Kibagabaga Hospital); A Costas-Chavarri (Kigali; Rwanda Military Hospital). 10 Saudi Arabia: N Alzerwi (Al-Majmaah; King Khalid General Hospital); A Shabkah (Jeddah; International Medical Center); A Nawawi (Jeddah; King Abdulaziz University Hospital); N Alzerwi (Riyadh; King Salman Hospital in Riyadh); S Chowdhury (Riyadh; King Saud Medical City); DY Alalawi (Tabuk; King Salman Armed Forces Hospital); S Awad (Taif City; King Faisal Medical Complex). Serbia: A Karamarkovic (Belgrade; Zvezdara University Medical Center). Slovenia: JA Košir (Ljubljana; University Medical Centre). South Africa: M Flint (Cape Town; Groote Schuur Hospital); A Victor (Cape Town; Karl Bremer Hospital); SS Verhage (Cape Town; Khayelitsha District Hospital); F Gool (Cape Town; Mitchell’s Plain District Hospital); T Mabogoane (Cape Town; Victoria Hospital Wynberg); B Phakathi (Durban; King Edward VIII Hospital); V Pillay (Durban; Stanger Hospital); R Jayakrishnan (East London; Cecilia Makiwane Hospital); Y Manickchund (East London; Frere Hospital); O Jolayemi (Empangeni; Ngwelezana Hospital); H Stark (George; George Hospital); C Molewa (Johannesburg; Edenvale); H Wain (Pietermaritzburg; Edendale Hospital); D Montwedi (Pretoria; Kalafong Academic Hospital); G De Wee (Upington; Dr Harry Surtie Hospital); C Dempers (Worcester; Worcester Provincial Hospital). Spain: H Aguado López (Albacete; Hellín Hospital); MDM Martí-Ejarque (BARCELONA; Hospital Universitari Sagrat Cor); A Torroella (Barcelona; HM Nou Delfos); O Martin Sole (Barcelona; Hospital Sant Joan de Deu); A Landaluce-Olavarria (Bizkaia; Hospital Urduliz); V Alonso (Burgos; Hospital Universitario de Burgos); Á Fernández Camuñas (Ciudad Real; Hospital General Universitario de Ciudad Real); M Estaire Gómez (Leganés; Severo Ochoa University Hospital); AG Barranquero (Lleida; Hospital Universitari Arnau de Vilanova); L Marquez (Madrid; Hospital Central de la Cruz Roja San Jose y Santa Adela); P Serrano Méndez (Madrid; Hospital Clinico San Carlos); A Vilar (Madrid; Hospital Universitario Principe de Asturias); J Guevara (Madrid; Hospital Universitario la Paz); AM Minaya Bravo (Madrid; Hospital del Henares); JL Rodicio Miravalles (Oviedo; Hospital Universitario Central de Asturias (HUCA)); R Díaz Pedrero (Rivas-Vaciamadrid, Madrid; Hospital Universitario HM Rivas); L Tallon-Aguilar (Sevilla; Hospital Universitario Virgen del Rocio); A Curado Soriano (Seville; Hospital Universitario Virgen Macarena); Z Balciscueta (Valencia; Hospital Arnau de Vilanova); D Moro-Valdezate (Valencia; Hospital Clínico Universitario de Valencia); B De Andrés-Asenjo (Valladolid; Hospital Clínico Universitario de Valladolid); A Vazquez Melero (Vitoria-Gasteiz; Hospital Universitario Araba); J Escartin (Zaragoza; Hospital Royo Villanova); C Gracia-Roche (Zaragoza; Hospital Universitario Miguel Servet). Sri Lanka: S Srishankar (Anuradhapura; Teaching Hospital Anuradhapura); D Wickramasinghe (Colombo; National Hospital of Sri Lanka); U Jayarajah (Dehiwala; Colombo South Teaching Hospital); S Gobishangar (Jaffna; Teaching Hospital, Jaffna); W Wijenayake (Werahera; University Hospital, Kotelawala Defence University). Sudan: I Abdalla (Ed Dueim; Ed Dueim Teaching Hospital); S Ibrahim Tour Harakan (El Geneina; El Geneina teaching Hospital); MM Yassin (Gadarif city; Gadarif teaching hospital); Z Aljalabi (Kassala; Police hospital); I Adel (Khartoum; Bashair Teaching Hospital); IMG Ahmed (Khartoum; Ibrahim Malik Teaching Hospital); M Hajalamin (Khartoum; Omdurman Teaching Hospital); EE Abuobaida Banaga 11 Hag El Tayeb (Khartoum; Ribat university hospital); HA Fadlalmola (Khartoum; Soba University Hospital); E Alkhalifa (Wad Madani; University of Gezira Hospital). Sweden: H Zaigham (Malmö; Skåne University Hospital); M Nikberg (Vasteras; Västmanlands Hospital Västerås). Switzerland: P Probst (Frauenfeld; Spital Thurgau AG); E Gialamas (Geneva; Geneva University Hospitals); J Gass (Luzern; Luzerner Kantonsspital); A Tampakis (Olten; Kantonsspital Olten); G Peros (Winterthur; Kantonsspital Winterthur); MA Schneider (Zurich; University Hospital of Zurich). Syrian Arab Republic: MA Farho (Aleppo; Abd Al Wahab Agha Hospital); AA Kayali (Aleppo; AlShahbaa Private Hospital); M Aloulou (Aleppo; Aleppo Private Hospital); A Ghazal (Aleppo; Aleppo University Hospital); B Alsaid (Damascus; Al assad university hospital); M Klib (Damascus; AlMouwasat University Hospital); H Dalati (Damascus; Children’s University Hospital); S Jomaa (Damascus; Damascus Hospital); Y Alhammoud (Homs; Al-Basel Specialized Hospital in Karm ElLouz); S Abbas (Homs; The Military Hospital); G Hneino (Latakia; Al Saydeh Surgical Hospital); I Ali (Latakia; National Hospital); G Bashour (Latakia; Othaman Hospital); A Hammed (Latakia; Tishreen University Hospital). Thailand: S Techapongsatorn (Bangkok; Vajira hospital). Togo: F Alassani (Lomé; CHU Sylvanus Olympio). Tunisia: A Sebai (Tunis; La Rabta Hospital). Turkey: GC Bulbuloglu (Adana; Adana Seyhan State Hospital); MA Koç (Ankara; Ankara University Medical School); MY Uzunoglu (Bursa; Bursa City Hospital); B Yigit (Elazig; Elazig Fethi Sekin City Hospital); AN Sanli (Gaziantep; Abdulkadir Yuksel State Hospital); GK Kurtoglu (Istanbul; Acibadem Altunizade Hospital); E Tuzuner (Istanbul; Acibadem Maslak Hospital); Y Altinel (Istanbul; Bagcilar Research And Training Hospital); ÖP Zanbak Mutlu (Istanbul; Bahçelievler State Hospital); RE Sönmez (Istanbul; Istanbul Medeniyet University, School of Medicine); S Bektas (Istanbul; Istanbul Medipol University Hospital); E Erginöz (Istanbul; Istanbul universty - Cerrahpaşa Medical faculty); A Özcan (Istanbul; Kanuni Sultan Suleyman Training and Research Hospital); Y Tosun (Istanbul; Kartal Dr. Lutfi Kirdar Training and Research Hospital); İH Özata (Istanbul; Koç University Medical School); TK Uprak (Istanbul; Marmara University, School of Medicine); E Unal (Istanbul; Sehit Prof. Dr. İlhan Varank Training and Research Hospital); N Kiziltoprak (Istanbul; Sultan 2. Abdulhamid Han Training and Research Hospital, University of Health Sciences); M Ergenç (Istanbul; Sultanbeyli State Hospital); MT Demirpolat (Istanbul; University of Health Science Umraniye Education and Research Hospital); B Citgez (Istanbul; Uskudar University Faculty of Medicine, Memorial Hospital); H Ulman (Izmir; Bakircay University Cigli Training and Research Hospital); YK Şen (Izmir; University of Health Sciences Izmir Bozyaka Training and Research Hospital); E Colak (Samsun; Samsun University Samsun Training and Research Hospital); N Kavak (Zonguldak; Zonguldak Bulent Ecevit University School of Medicine Research and Training Hospital); E Kamer (İzmir; University of Health Sciences Tepecik Training and Research Hospital). Uganda: I Mubezi (Iganga; Iganga district hospital); H Lule (Kigumba; Kiryandongo Hospital); S Stonelake (Luwero; Kiwoko Hospital). 12 United Kingdom: CS Ong (Bangor, North Wales; Ysbyty Gwynedd); P Patel (Barrow in Furness; Furness General Hospital); S Dindyal (Basildon; Basildon University Hospital); F Georgiades (Bedford; Bedford Hospital); J Abbasy (Birmingham; Heartlands Hospital); M Kaur (Brighton; Royal Sussex County Hospital); B Martin (Bristol; Bristol Royal Hospital for Children); M Chauhan (Camberley; Frimley Health NHS FT - Frimley Park); S Ahmed (Chester; Countess of Chester Hospital); M Tutton (Colchester; Colchester Hospital University); N Chidumije (Coventry; University Hospitals Coventry and Warwickshire NHS Trust); W Al-Khyatt (Derby; Royal Derby Hospital); A Sukumar (Dudley; Russell’s Hall Hospital); H Kamal (Dundee; Ninewells Hospital); A Nada (Durham; University Hospital North Durham); A Chaudhary (Exeter; Royal Devon and Exeter Hospital); M Bogdan (Great Yarmouth; James Paget Univeristy NHS Foundation Trust Hospital); M Peter (Huddersfield; Huddersfield Royal Infirmary); J Walshaw (Hull; Hull University Teaching Hospitals NHS Trust); M Ewedah (Ilford; King George Hospital); L Rampersad (Larbert; Forth Valley Royal Hospital); A Peckham-Cooper, NS Blencowe (Leeds; Leeds Teaching Hospitals); R Lunevicius (Liverpool; Aintree University Hospital); P Panahi (London; Ealing Hospital); E Baili (London; Guy’s and St Thomas’ Hospitals); K Theodoropoulou (London; Homerton University Hospital); P Kapsampelis (London; Kingston); MMH Mohammed (London; Queen Elizabeth Hospital, Woolwich); C Parmar (London; The Whittington Hospital); University Hospital Lewisham); C Smart (Macclesfield; Macclesfield District General Hospital); P Wilson (Manchester; Wythenshawe Hospital); F Gareb (Margate; Queen Elizabeth the Queen Mother Hospital Margate); G Sundaram Venkatesan (Middlesbrough; James Cook University Hospital); C Hidalgo Salinas (Morecambe; Royal Lancaster Infirmary); S Tingle (North Shields; Northumbria NHS Hospital Trust); N Marzouqa (Nottingham; Queens Medical Centre); T Theivendrampillai (Oxford; John Radcliffe Hospital); M Zahed Abdalla (Portsmouth; Queen Alexandra Hospital); A Rahman (Redhill; East Surrey Hospital); M Abdelkarim (Rhyl; Glan Clwyd Hospital); O Whitehurst (Salford; Salford Royal Hospital); E Tokidis (Sheffield; Sheffield Teaching Hospital NHS Foundation Trust); S Bandyopadhyay (Southampton; Southampton General Hospital); B Al-Sarireh (Swansea; Morriston Hospital Swansea); A Salam (Walsall; Walsall Manor Hospital). United States: M Sulciner (Boston; Brigham and Women’s Hospital); G Chang (Chicago, IL; Mount Sinai Hospital); A Alecci (Chicago, IL; Rush University Medical Centre); HE Rice (Durham, NC; Duke University Medical Center); D Ridder (Honolulu, Hawaii; The Queen’s Medical Center); K McKenzie (Jamaica; Jamaica Hospital); A Choudhry (Syracuse; SUNY Upstate University Hospital). Yemen, Rep. : MY Abdualqader (Hajjah; Kowaydina hospital); B Alshaikh (Sana’a; Al-Thawra Modern General Hospital). Collaborators (listed by country and city): Albania: B Ibi, S Faber (Korca; University hospital Koco Gliozheni). Algeria: K Bensmain; ZR Benamrouche; IE Boumakhlouf; IE Boudis; H Abdoun; M Benamrouche; M Saidani (Algiers; Z Djama; A Chied; HA Mimouni (Constantine; university 13 hospital abdelhamid ben badis); AK Awad; B Radja; B Abdennour; MN Bouhafs; MEA Meghaizerou (Oran; EHU-1st November 1954). Argentina: P Carmignani; J Mondino; R Figueroa; J Morales; FR Pascual (Allende; Cordoba; MA Bequis; F Suldrup; C Korzin; J Napoli; N Feijoo; F Mahnic; ME Duran; L Chantada; C Brandi; JF Viñas; F Lucero; C Samojeden; LJ Caram; S Bertone; F Corvatta (Buenos Aires; L Garciandia (Buenos Aires; M Rius; S Matthiess; J Paredes; MC Kalaydjian; A Veira (Buenos Aires; MA Fernández Zurita, JI Valenzuela (City of Buenos Aires; S Gomez; GR Viscido; MA Doniquian (Cordoba; R Badra; JS García; CI Ferrero; M Garcia; L Granero (Cordoba; M Pagani (San Francisco; Clinica Regional del Este). Aruba: M Gosselink, J Ringers (Oranjestad; Dr. Horacio E Oduber Hospital). Australia: M Lie; B Mao; C Stennard; EMA Murphy; JE Do; M Harris; B Fosh (Adelaide; M Watson; J Petric; M Maclean; XY Po; M Pham; D Patterson; V Gunasaegaram; E Hopping; P Holt; E Schmidt, R Colbran (Brisbane; V Liu; E Tan; JST Tefay; R Shen; D Mitchell; M Kelly; A Edmundson (Brisbane; H Iswariah; R Franz; M Chandrasegaram; P Yuide; SS Hlaing (Brisbane; S Abeykoon, D Kaushal (Campbelltown; C Leung (Canberra; S Davis, NF Franco (Canberra; T Rawther; R McClen; W Petrushnko; E Roussos; K Das (Coffs Harbour NSW; S Stevens; F Alnimri; S McClintock; J Maritz (Colac; S Hariharan; S Laura; B Wang; V Ng; J Linker; A Li; I Dong; R Bhatia; S Cai; WKH Lai; SYD Chia; M Binks; N Tran; SHM Ng; D Shen; EWY Lun; E Reid; J Cui; M Roussos (Gosford; M Issa; M Anandan; P Devlin; U Naidoo (Hamilton; B Balaravi Pillai; D Abeysirigunawardana; T Parker; T Valizadeh Elizeh (Melbourne; D Liu; S Ng; J Jones; O Ladlow; JV Maida; D Proud; A Vu; N Shulman; L Bromley; V Muralidharan; K Hall; C Cheong; C Jamieson-Grigg (Melbourne; A Hilder; T Manickam; L Barnard (Melbourne; K Jaffry; A Gray; A Lim; R Kattini (Melbourne; M Bickford, S Kenworthy (Melbourne; A Crowe, J Zhu (Melbourne; M Pacilli; A Comella; K Taghavi; R Nataraja; SJA Robinson (Melbourne; D Lowen; A Khan; S Samadi; S Tan; AL Surkitt; S Condron; E Haege; E Francis; A Boynes; S Gill; B D’Souza; H Xiao; E Fraser; J Wong; S Fennelly; K Mori; M Muir; Y Huang; R Pajtak (Melbourne; J You; C Banal; T Abelman; N Chen; L Chong; H Jalilehvand; W Santucci; B McKay (Melbourne; I Murshed; D Makary; L Green; M Wichmann; M Kang; EA Dontoh (Mount Gambier; P Walker; A Fani; S Sundararajan; E Downes; A Davis; M Bajwa; R Geow; KK Sim (Mount Nasura; S Smith; L Peters; S Zhang; ACK Cheung; I Caitens (Newcastle; M Ishak; E Zhang; KKA Yu; L Beukes; L Kang; F Amico (Newcastle; M Bowles; E Downing; B Williams; G Cox; V Bakshi 14 (Robina; N Ensor (Sale; J Ng; CT Petcu; J Hwang (Southport; TJ Hugh; S Quoy; C Knee; D Siriwardena; C Tung; G Smith (Sydney; O Camilleri; J Vu; J Hong; E Chan; C Killoran; J Mackenzie; D Fry (Toowoomba; V Mahendravarman; A Shanmugalingam; C Li; L Allan; P Shivashankar; H Pleass (Westmead; V Lin; R McGee; B Bereket Araya; CW Un; Y De Silva; D Maan; J Wang; M Kwon; R Kibuuka; J Chew; J Siu; J Barklimore (Wyong; Wyong Public Hospital). Austria: N Klammer; R Schmidt-Branden; P Tschann; P Horvath (Feldkirch; N Koter; G Moitzi; E Wallner; C Allmer; J Kahn; A Belarmino; R Sucher; V Wolfschluckner; G Singer (Graz; R Függer; M Biebl; A Punzengruber; H Fehrer (Linz; A Binder; E Haiden; P Riedl; M Enßlin (Tulln; Universitätsklinikum Tulln). Bangladesh: K Nahar, T Akter (Dhaka; A Oosterkamp (Dinajpur; Lamb Hospital). Benin: G Gbessi; J Avakoudjo; M Fiogbe; P Assouto; SP Chigblo (Cotonou; H Aouagbe Behanzin; M Seto; G Mevognon (Cotonou; M Agbadebo; A Hada; SFA Houndji (Dassa-Zoumè; AB Yevide; ZF Tamou; E Hatangimana; B Cakpo; R Soglonou (Klouékanme; TK Hessou; SR Tobome; M Zounon (Natitingou; AM Hodonou; F Hounde; R Alinde (Parakou; F Dossou; R Goudou; ACS Toi; G Natchagande (Porto Novo; Centre Hospitalier Universitaire et Departemental Oueme Plateau). Bosnia and Herzegovina: M Stjepanovic (Doboj; O Čančar, M Pejović (Foča; J Miskovic; M Boras; M Kajic; V Dragisic; Z Brekalo; I Mikulic; N Soldo; M Bevanda; M Faletar (Mostar; M Salibašić; E Hodžić; E Halilović; M Kruščica; E Bičakčić (Sarajevo; A Cerovac; H Škiljo; O Bedak; M Kalabić; E Begunić (Tešanj; A Huremovic, E Alić (Tuzla; University Clinical Center Tuzla). Brazil: RA Tenfen Carneiro (Francisco Beltrão; Universidade Estadual do Oeste do Paraná). Bulgaria: D Georgiev; I Fidoshev; V Neykov; E Daleva; I Ilieva (Pleven; M Karamanliev; D Dimitrov; A Shanker; P Vladova; MD Shoshkova; A Mehta; M Abdullahi; V Ratheesh; V Kamalathevan; C Wiesner; S Shittu; M Galasyuk; S Shanker (Pleven; M Imirski, A Soumpasis (Plovdiv; E Hadzhieva, D Chakarov (Plovdiv; T Yotsov; P Kamenova; A Vricheva; I Yotsov (Ruse; E Hristova, K Spassov (Sofia; Fifth City Hospital Sofia - 5th MBAL). Burkina Faso: A Sanou; M Windsouri; R Doamba; IW Bahikoro; AST Sanon (Ouagadougou; Tengandogo University Hospital). 15 Burundi: N Ildephonse; N Steve; Y Fulgence; GD Nibogora; C Nimbona; B Paul (Bujumbura; G Kazobinka; C Rukundo; N Renovat; E Ndizeye; M Dauphin (Bujumbura; FF Irakiza; L Niyidukunda; G Nkunguzi; N Oscar; N Theophile; B Révérien (Bujumbura; Prince Regent Charles Hospital). Cambodia: S Oum, S Eam (Battambang; Handa Medical Centre). Cameroon: NS Bibila; NN Cabrel; J Dongmo (Bamenda; Nkwen Baptist Hospital). Canada: R Spence; G Berger; D Hannedige; C Hoogerboord; A Abidali (Halifax; M Mozel; L Monteiro; R Lertnamvongwan; D Konkin; R Kaur (Port Moody; S MacKenzie; D Konkin (Vancouver; Royal Columbian Hospital). Chile: MM Modolo; E Sepúlveda; Á Molero; M Perez; LV Torres Bavestrello; ÓA Soublett Rivas; C Carrillo Sarango; L Paredes; P Sornoza; A Pinto; C González (Santiago; Hospital Barros Luco Trudeau). China: J Wang (Guangzhou; The First Affiliated Hospital of Jinan University). Colombia: L García-Zambrano; PA Cabrera Rivera; N Paez; SV Agudelo Mendoza; MS Mosquera Paz; A Kadamani Abiyomaa; CF Roman Ortega; F Casas J; B Guerra (Bogota; JD Molina Marin; C Maya; C Vasquez Maya; B Dieck; F Zapata (Medellin; VA Ruiz López, MA Ñañez (Popayan; DC Cardona Gomez; A Rojas; DC Patiño García; LI Bolaños; C Pastás; DA Pérez Muñoz (Popayán; Hospital Universitario San José). Croatia: J Mihanovic; I Bacic; D Vukosav; V Žufić; O Jurić; E Dijan; N Jović; I Ćoza; I Rakvin; Z Katusic; T Soric; I Vidić; D Rukavina (Zadar; I Separovic; R Radojković; J Mavrek (Zagreb; University Hospital Centre Zagreb). Cyprus: M Theodoridou; A Pilavas; R Moukarzel; R Andreou; N Gouvas; K Lambri; S Charitonos; IC Mylona; G Kokkinos; N Dimitriou; MM El Ghoul Miliotou; V Ioannou; NA Ververidis; N Kalampokis; A Yiallourou; R Sokratous; D Tsiardas; P Evangelou; D Evripidou; C Thrasyvoulou (Nicosia; Nicosia General Hospital). Czech Republic: T Reichelt, P Hudáč (Decin; K Akter; L Moolla; F Rudisch; A Ibrahim Hassan; O Ahmad; E ELShennawy; M Shalaby; M Khaled; A Akiba; F Philips; E Bankart; R Elshennawy; A Al Kaddah; H Al Atassi; S Ashry; N Salgadoe (Hradec Kralove; L Majerčák; P Levíček; A Lukáč; L Pánči (Ivančice; J Roman; L Tulinsky; I Mrazkova; P Ostruszka; A Varga; L Martinek (Ostrava; H Novák; J Woleský; P Francúz (Prague; Motol University Hospital). Dominican Republic: R Rivas; B Calcaño; J Michel; Y Perez; R Ubiñas; P Garcia-Dubus; S Batista; S Strachan (Santo Domingo; Laboratorio y Telemedicina). Egypt: Y Tanas; Y Kerolous; Y El Okazy; M Mokhtar; M Lotfy; M AL Sayed; H Altabbaa; AGMM Abouelnagah; O Al Shaqran; D M. Awad; A Sabry; G Nagy; E Amer; M Khalil; A El Shamarka; B Sharaf eldin; AAA Aboshosha; A Farrag; H Sherif Farouk Ahmed Hassan; Y Badr (Alexandria; Y Orabi; M Kamal matter; A Alrifaee (Alexandria; Alexandria 16 Medical Research Institute); M Elnour; M Zahran; A Aladl; M Bahnacy; Y Seada; M Kotb; A Ragab; Y Farag; L Khalifa; M Elmiesiry; D Abdalaziz; I Maharem; O AbouHiekal; O Hany; S Hanna; Y Dean; A Faisal (Alexandria; M Mostafa; I Ali; T Sabra; H Ibrahim; A K. Ali; M Osman; A Eltayeb (Assiut; A Morad; MO Herdan; A Abdelshafi; M M. Nathan; M Shalkamy; M Hamada Takrouney; R Sayad; FA Monib; A A Elhars; MM Saad; A Rashad Temerik; AM Abbas; O Mohamed Mokbel; E AbdElBaset; A Barakat; Z Bady; S Arafa; Z Osama; A Elzanaty; S Salama (Assiut; MEM Madany (Aswan; A Khaity; R Adel Diab; A Ghazal; A Ehab; A Abd Elsattar (Cairo; A El-bastwesy (Cairo; A Eisa; M Elesseily; R Radwan; Y Asar; D Waleed; S Tawfik; AF Nixon Fulli; MJI Albert; A Autiak Ayii Chol; AR AbdelHalim; B Azhar; H Al-derume; M Alqadasi; N Alasbahi (Cairo; H Abozied; Y Ashour; Y Mohamed; M Abdelmaboud; H Abdelazim; AES El kady; M Omar; A Haty; M Abd Al-Fattah; I Tagreda; IM Kereet; AG Montaser; M Faisal; M Masoud; M ElSayed Metwally (Cairo; ASM Abdelrahman, S Mansour (Cairo; A Nabil; MMA Marei; A Elmosalamy; L ElGebaly; AM Allam; T Awad; H Taher; K Fayed; M Abdelfattah; DH Khattab; N Ali; A Saleh; K Nassim; NK Aly; I Abo Elhagag; M Doss; M Elzayat; Y Samer Morsy; M ElFiky (Cairo; M Erfan; M Zaazou; M Reda; M Kouta; M Mohamad Amin; I Guirguis; H Amir; S Aboseif; M Abdelhafez; O Agha; A Khairy; A Dawoud; M Hamoud Almahly; S Mostafa Yassin; A El-Sherbiney; A Adel; H Foda; D Ahmed; AS Elkhodary; AA Mansour (Giza; A Elghrieb; M Natey; A Elshazli Mahmoud; A Khalleefah; H Elfeki; M Sadek; M Abdelmaksoud; M Waseem; A Azam; A Sakr; A Sanad; عبدالفتاح م) Mansoura; H Foad; S Elnoamany; S Selim; DS Alrokh; A Hassanin (Menofia; M Alansary (Qena; A Ragheb; M Fahmy; M Mehanny (Sohag; AGE Aboelnasr; KMG Mohammed; M Eissa; S Allam; M Kamar (Tanta; Al Ahrar Zagazig Teaching Hospital). Ethiopia: F Terefe; WA Zerefa; E Gallo; A Yingess; T Kebede; M Mesfin; G Alemayehu; SM Djote; T Girma; DA Muhie (Addis Ababa; E Yeshialem; G Seyfu; F Tsige; A Yeshitila; N Solomon (Deberebirhan; M Worku; S Lakew; Y Melkamu; ST Workineh; M Beletachew (Dessie; B Mengesha; G Getachew; I Tesfahun; M Teressa; BG Chiman; Hawassa University Comprehensive Specialized Hospital); N S. Bayleyegn; YY Metaferia; TG Moges; D Mengiste; A Teshome Sahilemariam (Jimma; B Sime, T Jemal (Yirgalem; Yirgalem Hospital Medical College). France: E Volpin; H Braham; C Lionel; R Arena; Y Malki (Eaubonne; M Bertrand; A Castaldi; L Theuil; A L’Hostis; M Prudhomme (Nimes; P Riva; A Lapergola; D Mutter; S Perretta (Strasbourg; Nouvel Hopital Civil de Strasbourg). Gabon: PC Nze Obiang (Libreville; Centre Hospitalier universitaire mère enfant Fondation Jeanne Ebori). 17 Georgia: Z Demetrashvili; G Devidze; G Pisarevi; L Petashvili; E Ekaladze; N Lekiashvili; I Pipia; A Tvaladze; G Kenchadze; K Khutsishvili (Tbilisi; N. Kipshidze Central University Clinic). Germany: LD Lee (Berlin; J Binder; A Denz; C Krautz; M Brunner; M Maak; GF Weber; A Stollberg; D Hackner; S Engel; F Krämer; R Grützmann (Erlangen; M Schüler; J Kleeff; R Rüdrich (Halle; A Kirschniak; J Rolinger; S Göller; L Van den Hil; J Miller; H Pehlivan (Moenchengladbach; M Kießler; N Hüser; D Schippers; M Berlet; M Steffani; M Weber (Munich; N Börner; M Albertsmeier; H Arbogast; M Mattis; S Jarmusch; P Zimmermann; U Wirth (Munich; F Anzinger (Munich; FG Bader; M Sohn; ML Koschke; M Busch; N Hielscher (München; A Brosin; J Lindert; M Philipp; M Gumsheimer; F Wiese (Rostock; L Sahan; GA Stavrou; J De Deken; M Jabal (Saarbruecken; MW Löffler; A Königsrainer; M Quante; C Yurttas (Tuebingen; University Hospital Tuebingen). Ghana: R Armah; NA Christian; D Daary; S Akuffo; A Twumasi; AD Andani; J Oppong; E Agbowada; J Daleku; J Ampadu; W Afedo; Z Robertson; A Obbeng; DN Lee; D Ofosuhene (Accra; GD Brown; F Osman; FJ Eshun; C Banka; I Amankwaa; E Ametefe; G Owusu; J Nyamekye - Baidoo; O Okrah; G Birikorang; P Kumassah; J Dei-Asamoa; J Annan; C Akli-Nartey; D Alifoe; S Tsatsu; C Ansah Larbi; U Una; K Yalley; KB Oduro-Boateng; S Anim; H Adjei; S Dognia; A Oppong; C Markin; JL Ahale; NKA Obuobi (Accra; S Agana; EB Akakpo; F Galley (Ankaful; S Segnitome; S Agordjor; D Adjei; D Kyeremeh; Y Sarpong; F Opoku Twene; CK Ntow-Boahen; SAA Atupra; V Siepaal; IN Bakaweri; AJ Tabiim; R Agyei Boakye; A Asare Twumasi (Berekum; R Akankoatuesi Apatewen; U Kanyan Kassim; B Owusu Ansah; F Amoako (Bolgatanga; V Kudoh; K Boakye-Acheampong; B Boakye; R Kpangkpari; MT Morna; GA Rahman; EO Ofori; L Adagrah Aniakwo; M Amoako-Boateng; D T. Enti; S Debrah; M Nortey; P Koggoh; P Mensah; MM Agyapong; T Agyen; V Etwire; Y Adofo-Asamoah; S Yussif; M Yigah (Cape-Coast; B Maanikuu; F Kuubetersob B. N; D Powell; A Gbeadese; F Tierenye (Damongo; EA Nachelleh; DYD Agbley; N Jiagge; R Akpaka; D Labadah; N Naabo; R Guzmán Lambert; P Ntem; E Setsoafia; N Affram; BY Hernandez Cervantes; DB Osei; K Ewool; F Nyarko; MA Ali; MA Oyortey; I Hagbevor; ME Ashong; JN Anyorigiya (Ho; J Yorke; A Lovi; EO Osei; PA Boateng; R Oppong-Amoah; K Agbedinu; C Dally; SG Brenu; F Galley; FM Agbemafoh; I Kyei; C Aboah; AY Appiah-Kubi; B Nimako; M Aikins; M Adinku; A Opoku-Agyapong; J Adjei; R Sagoe (Kumasi; A Gyedu; PK Boateng; S Mensah; E Frimpong-manso (Kumasi; P Taah-Amoako, S Tabiri (Nsawkaw; F Owusu, P Yeboah Owusu (Sunyani; EMT Yenli; AS Seidu; M Dason; M Amadu; GA Adoro; M Kyereh; I Osman; J Quansah; C Doku; A Darkwa Boateng; AM Muntaka; MA Dokurugu; R Nesco; M Yahaya; EDF Konlan; A Issaka; RA Ramirez Calas; M Sheriff; M Dery; V Dassah (Tamale; BK Seshie; F 18 Caiquo; M Dum; L Ackam; FDA Agbodo; A Baiden Amissah; D Ashitey; LD Bray; J Ofori; M Ishak (Tema; Walewale Government Hospital). Greece: I Gogoulis; K Bekiaridou; A Mitsala; S Botaitis; C Tsalikidis; M Asimakidou; C Nikolaou; E Efremidou; C Limas; P Chloropoulou; M Aggelidou; M Pitiakoudis; P Kostoglou; G Pappas Gogos; M Karanikas (Alexandroupolis; E Kapasakis; M Karakeke; A Skarpas; C Floros; K Athanassiou; E Karakeke (Amfissa; N Tasis; A Sarafi; A Plastiras; G Kavalieratos; T Tsirlis (Athens; L Chardalias; N Memos; V Themelidi; I Papaconstantinou; T Theodosopoulos; D Politis; K Iliakopoulos; K Bramis; P Antonakis; A Skreka; D Kotsaris; N Dafnios; A Vezakis; I Contis; T Petropoulou; KC Kordeni; T Kozonis; G Fragulidis; D Massaras (Athens; E Apostolopoulos; I Karatsolis; A Mourtzouni; K Avgerinos; D Kelgiorgi; K Polychronopoulos; G Kostoulas; A Tsechpenakis; A Saridaki (Athens; A Ioannidis; C Chouliaras; I Tierris; MK Konstantinidis (Athens; DK Manatakis; D Balalis; N Stamos; V Kalles (Athens; T Sidiropoulos; M Papadoliopoulou; N Arkadopoulos; D Sampanis; P Vassiliu; E Dylja; AI Nikolaou; I Margaris; P Kokoropoulos; V Tsaousis; S Christodoulou; E Poulios; A Chamzin (Athens; S Kapiris; E Mavrodimitraki; M Sotiropoulou; N Dimitrokallis; N Papadogianni; V Vougas; M Papamichail; K Rekouna; K Pavlopoulos; N Roukounakis; A Thanasa; P Trakosari; M Christou; E Saitoglou (Athens; C Nastos; D Dellaportas; P Lykoudis; N Garmpis; G Kouraklis (Athens; P Christodoulou; G Kapogiannatos; A Nikitaras; SM Tsoti; J Katogiritis (Athens; EC Tampaki; C Papazacharias; O Bellou (Athens; N Machairas; P Dorovinis; C Doudakmanis; D Schizas; A Syllaios; MD Keramida; P Stamopoulos; S Davakis; M Despotidis; A Panagakis; S Kykalos; F Stavratis; M Vailas; L Karydakis; N Kydonakis; A Loizou; KS Giannakopoulos; P Sakarellos; A Kozadinos; I Katsaros (Athens; C Damaskos; E Antoniou; M Mavri; I Psilopatis; S Vernadakis; I Bokos; P Paraskeva; D Vardakostas; I Gomatos; A Barlas; A Smyrnis; D Prevezanos; NN Mathioudakis; I Kozadinos; P Kanavidis; N Garmpis (Athens; E Spartalis, M Spartalis (Athens; C Stefanou; S Gkogkos; L Fountoulis; I Sougkas; M Billis; A Kontokostopoulos; A Balta; T Padioti; MA Sotiriou; A Theochari (Filiates; N Tsakiridis; I Tsakiridis; E Synekidou (Florina; E Athanasopoulou; C Ntagkas; E Samara; A Katsiou (Ioannina; D Panagopoulos; A Panagopoulos; L Katsiaras (Kyparissia; C Kolla; L Mansour; G Koukoulis; S Zourntou; D Papageorgouli; K Bouliaris; LI Fountarlis; M Bei; AA Kalidis; X Vagena; A Gkouniaroudi; A Migdanis; A Bakalis; E Gavriil (Larissa; K Koumarelas, MN Kouliou (Larrisa; K Bouchagier; F Mulita; G Verras; G Skroubis; I Maroulis (Patras; V Mousafeiris, A Panagidis (Patras; A Papadopoulos; P Grivas; F Spanos; A Kalogeropoulou; G Zeringa; C Kourouniotis; G Rados; E Barkolias; K Zakkas; I Demiris; V Nikolaou; K Tata; G Karakaidos (Piraeus; General Hospital of 19 Nikaia); E Kontis; E Papamattheou; A Efstathiou; E Efstathiou; N Kopanakis; K Ntatsis; I Katsaros; P Manikis; V Tselepidis; M Kyriazi (Piraeus; I Siannis; N Kouzakos; V Georgilaki; N Vlachakos; S Vederaki; A Tsiaka; A Zarafidou; N Zampitis; S Tsatsos; F Stefou; F Kyramargios; M Merrakos; G Bekakos; A Marinis (Piraeus; O Ioannidis; E Anestiadou; K Zapsalis; S Simeonidis; S Bitsianis (Thessaloniki; M Drogouti; A Gkoutoula; A Sarakatsanos; E Efthymiou; I Chatzis (Thessaloniki; I Spyridakis; C Kaselas; M Tsopozidi; M Florou; C Demiri; V Papadopoulos; D Giakoustidis; A Giakoustidis; D Alexandrou; P Chatzikomnitsa (Thessaloniki; SC Liapis; K Perivoliotis; C Chatzinikolaou; N Tsantikos; ZR Karampotaki; Achillopoyleio General Hospital of Volos). Guatemala: M Aguilera-Arevalo; M Rodríguez-Ordoñez; DA Sosa Méndez; M Sebastián-Mendoza; TA Salazar-Lorenzana; R Herrera; DE Reyes Rodríguez; P Vásquez; S Morales; J Gomez; C García-Salas; JR Asturias Luna; J Tabora-Zepeda; S Vasquez; JR Hernández; JOM Herrera Batres; D Muñoz; E Ayala; O Coyoy-Gaitán (Guatemala City; JB Pellecer Cano; DA Palma Portillo; M Blanco (Guatemala City; D Herrera; SA Villeda; O Lima Azurdia (Guatemala City; Hospital de Referencia Nacional de Enfermedades Respiratorias). India: S Jp; M Bhat; A Raheja; I Shariff; H Anand; B R Budihal; S Kashyap; B Arya; Y M S; N Krishnappa (Bangalore; Karnataka; M Manangi; P Anandan; S Shivashankar chikkanayakanahalli; TS Mishra; P Kumar; M Gureh; MK Sethi; AA Asharaf (Bhubaneswar; Y Sakaray; S Irrinki; S Subbiah Nagaraj; S Khare; C Tandup (Chandigarh; India) M K B; AB Muthunayagam; A Prasath S V; P Arunachalam; P John (Coimbatore; S Raul; R Vakil; R Sinha; E Dvivedi; A Thomas; S Joseph; A Sharma; B Khan; D Chatterjee (DELHI; R Gupta; A Khanduri; S Singh; DH Tyagi; U Daspal; N Rawal; R Varshney (Dehradun; M Luthra; R Handa; S Basu; P Chadha; R Sethi (Delhi; T Longkumer; KK Mishra; S Sundaramurthy; S Kumar; D Phom; J Kaippally; D Ommi; L Imchen; T Alinger (Dimapur; A Chhabra, A Kumar (Faridkot; B Kharga; M Sarda; K Bhutia (Gangtok; N Sharma; MS Rodha; N Banerjee; A Baksi; S Kaur; R Chaudhary; M Lodha; SP Meena; M Badkur; I Singh; A Sinha; KJ Rathod; R Saxena; J Tk; A Vig; M Pathak; A Sukhdev Jadhav; S Nayak; T Motiwala; K Shreyas (Jodhpur; SR Pathan; J Rathod; C Agarwal; K Sharma; S Pandya (Karamsad; A Anand; A Kumar; HS Pahwa; AA Sonkar; MK Agrawal; AK Pal (Lucknow; D Jain; V Michael; W Bhatti; DRS Thind; A Bhatt; P Gupta; A Luther; S Khurana; RR Ranadive; H Kaur; S D A; P Shukla (Ludhiana; NK Chaudhry; DA Hajela; P Patel; PK Arya; DD Dhawan; DR Tripathi; KK Luthra; DH Gupta (Ludhiana; Satguru Partap Singh 20 Hospital); A Mathew; C Pun; P Dummala; M Gurung (Madhepura; P Alexander, N Aruldas (Manali; PS Prabhu; S Payyanur Thotan; B L; B Sv (Manipal; RD Sharma; R Redkar; R Nathani; S Karmarkar; S Achugatla; A Bangar; DD Kulkarni; K Raghuwanshi; DN Nikam; SN Mahendra (Mumbai; B Sarang; D Belekar; K Gaikwad (Mumbai; A John; PA Thomas; L Pramod; D Gavit; N Kansakar; N Gupta; N Kapur; N Narain (New Delhi; T Rashid; M Husain; F Tauheed; SV Manzoor; S Ohri (New Delhi; L Bains; P Lal; S Neogi; A Mishra; S Ahuja (New Delhi; T Iahmo; M George; M Singh; P Waghchoure; A Choudhrie (Padhar; M Aggarwal; V Kanna D; S Vembar; TP Singh; DS Walia; V Singh; G Kaur; A Jindal; P Dhamija (Patiala; M Kumar; AK Jha; M Sharma; A Bhadani (Patna; R Abhinaya; U Kumbhar; A Jain; S Chilaka; S P (Pondicherry; VS Jha; A Jayapalan; Y Vashishth; G Jalal; VV Nair; C Raphael; HK Prabhakar; Z Khan (Pune; D Dugar; D Mohanty; TDB Tridip; DR Ramchandani (Raipur; N Kumar; AG Goswami; H Panga; D Mallik; A Gupta; D Rajput; R Anjum T Siddeek; P Manjunath; S Edem; F Huda; SK Singh; S Karuppusamy Krishnasamy; S Katragadda; KMR Reddy; I Ahmed; E Yhoshu; L Manoj Joshua; A Das; P Kothari (Rishikesh; K Singh; SS Malhi; R Kaur; HK Cheema; N Saini; M Gupta; A Bhatti; P Kaur; N Pahuja; S Chopra; B Sehgal; G Singh (SAS Nagar (Mohali); DS Kshirsagar; M Kaple; G Saxena; S Dhole; A Bhargava; C Mahakalkar; S Deshpande (Sawangi (Meghe); Wardha; R Wani; RA Dar; AA Malik; N Bhat; ZA Shah; GA Bhat (Srinagar; Sheri-Kashmir Institute of Medical Sciences); S Kondpan; A Kutma; A Sundaram; K J B; R Krishna raj; G George; M Chisthi; H Jafarkhan; I P s; U Govindan; MKL K S D; C Narayan; G Pillai; VV Kollengode; D Jabbar (Thiruvananthapuram; T Tony V; A Nair; A Kavalakat; A Moncy; A Johnson; A Joseph; A Appukuttan; A J; AN Oommen; S Francis; S M; N Srinivas; M Narayanan (Thrissur; T Devabalan Koil; MR Jesudason; Y Myla; ASP Dhinakar; A Tirkey; B Roopavathana. S; R Mittal; S Surendran; N Paul Ambrose; D Joshiba; P Trinity; R Raghunath; NP Paul Sigamony; PY George; R Philip Sridhar; S Chase; SJ Arthur (Vellore; M Pourfridoni; H Askarpour; H Mohammadi sardoo; AA Kheirkhah Vakilabad; M Ali-Hassanzadeh (Jiroft; Z Alkhuzaie; S Salim; FRH Hassooni (Najaf; Y Zwain; HMA Oneizah; S Razaq; M Razaq; HHZ . zaini (Najaf; Al-Najaf Al-Ashraf Teaching Hospital). 21 Ireland: E Colton; KE Oderoha; A Gill; S Ramjit; F Ghazali; K Griffin; R Ahmed; C Weadick; S Nair; V Sharma; C Donohoe (Dublin; R Tummon; B Maguire; S Wrenn; R Habib; P Owens (Kerry; University Hospital Kerry). Israel: A Shweiki; G Szydlo Shein; G Almogy; Y Mintz; A Pikarsky; R Elazary; O Cohen-Arazi; JA Demma; H Mahajna; B Helou; Y Fishman; G Marom (Jerusalem; Hadassah Medical Center). Italy: M De Prizio; K Kröning; R Sulce; LM Fatucchi; F Tofani; V Mariottini; R Malatesti; M Scricciolo; GA Pellicano’; A D’Ignazio; A Mazzoni; A Biancafarina; M Angelini; V Borgogni (Arezzo; L Rossi; G Munzi; G Tarantino; M Castrovillari; A Serao; JR Casella Mariolo; G Del Corpo; A Natili; A Iodice (Ariccia; S Gargiulo; B Esposito; M Pannullo; L Bracciano; E Marra; A Alberico (Aversa; A Gori; S Cardelli; G Dajti; C Larotonda; IS Russo (Bologna; J Andreuccetti; S Molfino; D Alberti; G Pignata; G Emiliani; G Boroni; M Ruffoli; M Manfredini; L Sequi; G Zanni (Brescia; E Locci; M Podda; V Murzi; C Piras; A Carta; A Pisanu; T Pilia; P Marongiu; A Saba; M Pisano; F Campus; E Gessa; E Silanos; A Lai; F Frongia; F Corronca; S Montisci (Cagliari; F Cappellacci; C Soddu; GL Canu; F Medas; PG Calò; S Puddu; M Biancu; M Abbas; F Casti (Cagliari; B Demurtas; A Deserra; F D’Agostino; C Margiani (Cagliari; L Laface; M Casati; M Mariani; S Guarriello; A Balconi (Carate Brianza (MB); B Scotto; N Laquatra; R Ruccella; G De Angeli (Carpi; G Gravante; A Chiappini; R Lopatriello; G Mammolo (Casarano; C Distefano; G Riccioli; R Granata; M Veroux; DC Centonze; S Costa; R Gioco; D Zerbo; A Licciardello; L Stella (Catania; L Rende; M Osso; D Paglione; F Pata (Cosenza; D Sasia; G Giraudo; D Ribero; S Alberti; V Schirinzi (Cuneo; P Belotti, L Taglietti (Esine; V Giordano; A Pesce; CV Feo; MC Pignanelli; S Severi (Ferrara; F Cammelli; F Natali; M Scheiterle; G Maltinti; L Fortuna; F Coratti; A Manetti; J Martellucci; E Monati (Firenze; L Gabellini; R Fratarcangeli; A Damigella; E Adinolfi; A Anastasi (Firenze; M Montagna; A Giuliani; G Procaccini; N Tartaglia; F Vovola; D Merlicco; S Schirone; ST Massa; G Pavone; F Maffei; A Gerundo (Foggia; D Di Pietrantonio; S Quartarone; L Solaini; G Ercolani; L Ragazzini; V Zucchini (Forlì; MorgagniPierantoni); M Cammelli; D Scotto Di Carlo; FAN Marin (Garbagnate Milanese; A Azzinnaro; A Razzore; A Petrungaro; E Mina; B Sperotto (Genoa; G Carganico; D Pertile; D Soriero (Genoa; R Diaz; A Luzzi; S Carrabetta; C Meola; D Caruso; F Floris; P Grondona; E Romairone; S Marzorati; F Ré; C Righetti; A Viacava; L Epis (Genoa; R Sampietro; D Gobatti; C Zandonella (Gravedona ed Uniti; VP Dinuzzi; U Rivolta; S Luciano; GMF Marini; L Scaravilli (Magenta; R Magarini; G Saletta; AC Sironi; G Grava; M Mercurio (Melzo; Ospedale Santa Maria 22 delle Stelle, ASST Melegnano Martesana); D Zulian; A Izzo; M Gritti; S Giudici; E Desiato (Milan; M Molteni, L Ottaviani (Milan; G Grande, E Mazzotta (Milan; S Grimaldi (Milan; F Brucchi; F Ferraina; S Lauricella (Milan; E Di Marco (Modica; LC Nespoli; G De Carlo; EA Baccalini; D Palmisano; A Scacchi; N Tamini; L Ripamonti; M Rennis; C Vitiello; A Davolio; L Degrate; P Masseria; V Brocco; P Chiacchio; M Ceresoli; E Signaroli; A Finocchio; C Fumagalli; M Binda (Monza; M Milone; M Manigrasso; S Vertaldi; A D’Amore; GD De Palma; A Marello; L Fedele; C Sorrentino; D Pignatelli; G Luglio; FP Tropeano; M Cricrì; A Miele; G Aprea; G Palomba; M Capuano; R Basile; G Sorrentino (Naples; D Rega; A Ottaiano; V Granata; A Belli; F Izzo (Naples; G Pellino; D Massaro; V Mosca; G Bellio; L Rubin; N De Santis; N Schiavon; A Zerbinati; S Corso; C Cecconi (Padova; P Venturelli; G Cocorullo; G Carollo; R Tutino; A Bonelli; G Salamone; MP Proclamà; R Guercio; L Licari; N Finocchiaro; G Graziano; G Orlando; G Guercio; M Marcianò; G Galatioto; F Vassallo (Palermo; G Palmieri, F Banchini (Piacenza; G Di Franco; F Porcelli; N Furbetta; A Comandatore; S Guadagni; M Palmeri (Pisa; P Ubiali; F Maffeis; J Velkoski (Pordenone; M Giuffrida, GE Nita (Reggio Emilia; C Marafante; M Garino; SL Birolo; M Dugo; A Borello; R Barone; LD Bonomo; MV Facchino; M Caccetta; E Moggia; MR D’Anna; C Mosca; S Mungo; A Masciandaro (Rivoli; F Tirelli; I Neri; M Aulicino; C Vacca (Rome; M Campanelli; M Grande; L Siragusa; G Sica (Rome; A Mingoli; G Brachini; B Cirillo; S Meneghini; S Giovampietro; G Duranti; F Ciccarone; L Simonelli; I Clementi; B Binda; GB Fonsi; E Spalice; E Cianci; MI Bellini; G Sgarzini; S Sorrenti; E Lori; P Palumbo; D Pironi (Rome; A Amendola; C De Martino; E Bisogno (Salerno; S Di Saverio; A Morello; L Lely; I Merlini; G Travaglini; S Sabbatini; M Zambon (San Benedetto del Tronto; D Giulitti; L Barni; GE Poto (Sansepolcro; D Fusario; L Resca; L Carbone; A Francia; GE Poto; AL Pesce; O Carpineto Samorani; F Roviello; A Ongaro; SA Piccioni; M Gambelli; L Catozzi; M Gjoka; A Bartalini Cinughi de Pazzi; NN Leonelle Lore; G Grassi; F Manasci; V Ricchiuti (Siena; E Basile, A Spaziani (Spoleto (PG); V Silvestri; M Favoriti; P Favoriti (Sulmona; S Novello; M Piccino; R Baldan; U Grossi; G Zanus; F Scolari; E De Leo; M Brizzolari; A Brun-Peressut; I Hoxhaj; M Scopelliti (Treviso; LB Lo Piccolo; E Montanari; D Cianflocca; A Marano; S Galati; SL Gamba; F Velluti; A Caltagirone; M Giuliano; E Potenza; B De Zolt Ponte; D Visconti; VU De Donato; L Capello; S Chaifouroosh Mamagany; C Celano (Turin; E Donnarumma; C Saviello; R Scola (Vallo Della Lucania; S Megna; M Berselli; N Palamara; L Liepa; E Ferri (Varese Lombardy; University of 23 Insubria, Ospedale di Circolo e Fondazione Macchi (Varese)); V Gentilino; M Mogiatti; G Farris; N Pasqua (Varese; I Mondi; C Da Lio; F Sulo; E Ciccioli; M Martorana; M Filardo; L Schiavone (Voghera; I Conversano; M Cappiello; G Scialandrone; N Petrarota; R Tumolo (andria; M Angelucci; S Valeri; G Pascarella; A Strumia; R Alloni (rome; D Muschitiello; V Morinelli; L Bonello; SG Intini; S Moschella (udine; santa maria della misericordia). Japan: H Kato; A Horiguchi; D Koike; Y Asano (Aichi; Fujita Health University Bantane Hospital). Jordan: S Alananzeh; S Al Momani; M Tanashat; O Altobaishat; S Alsmadi; N Al RABADI; L Sweidan (Ajloun; Z Alnajjar; G Alsheikh; N Mosleh; H Alzuhd; R Alkhatib; H Al-Abdallat; M Aljarawn; T Aloqaili; I Nadi; A Abdllah; O Al-Fahel; R Khalil; M Said; A Qasem; H Al-Fahel; M Hijazi; R Rabah; A Alaqtash; DB Badwan (Amman; B Alrayes; M Salah; M Al-Qannas; H Abu Obead; I Alnimer; Y Alawneh; M Almaletti (Amman; A Khamees; R Yousef Yassin; A Alsheikh; K Al-Shami; E Abu Siam; O Sarhan; KA Sawaftah; MAM Sawaftah; MA Sawaftah; M Sabri Massadi; Z Al-sheikh ali; N Raiq; O Ibrahim; J Al Karmi; M Diab; I Aburumman; AA Altawaiha; M Hasan; A AlZu’bi; L Yasin; B Yacoub (Amman; R Abu Salah; M Alqedrh; S Abu khousa; R Hussam Yacoub Hattar; D Samardali; R Refaie; L Hijazein; S Hammad; M Barbarawi; S Mamduh; J Al Daradkah; S Samardali; T Alshawabkeh (Amman; M Mahafdah; Q Sabbah; SAM Ba-Shammakh; A Al Hammoud; M Bani hani; M Tabaza; H Malkawi; H Haj Freej; D Kasasbeh; B Dweik; K Ayyoub; OR Mahafdah (Ar Ramtha; R Hiary; I Shehadeh; L Dyab; R Daradkeh; R Raddad; R Alzu’bi; T Alhaj Hasan; B Alzoubi; M Alsharayri; M Nofal; S Ellouzy; M Al-Masri; S Fakhouri; N Absy; R Suleiman; O Mansour; JS Hadidi (As-Salt; A Al-fandi (Irbid; M Al-Fraijat; N Rabai; A Al-Zubeidy; R Abd Elkareem; S Bani Amer; T Alhusban; S AL-Doghme; R Abd Alkareem; R Damseh; M Alshami; T Majed; S Al Sharie; M Araydah; R Jaba’Teh; F Haddad; O Almomani; L M Mheidat; R Haddad; S Bataineh; S Ababneh (Irbid; Princess Basma Hospital). Kazakhstan: M Kulimbet; N Maulenov; N Lakhanov; M Ramazanov; A Kiyabayev (Almaty; D Amangaliyev; A Shamsutdinova; A Polatbekov (Almaty; JSC ‘Central Clinical Hospital’; Asfendiyarov Kazakh National Medical University). Kenya: R Parker; E Irungu; A Fadipe; F Ondago; G Waiyaki (Bomet; Tenwek Hospital). Lebanon: A Khoneisser; A Kachi; B Abboud (Beirut; M Chaccour; G Bechara; N Eshak; R Hleyhel; M Barakat (Jbail; Maritime Hospital). Libya: N Lindi; BH Hameed; A Abaidalla; N Mosbah; M Saleh khatab (Albayda; MAM Elghriani; A Ali; A Fathi; S Qwyder; M Alshamikh; A Alhammali; A Aldurssi; A Gusibat; M Suleman; S Alashhab; M Denini; F Alowjaly; MM Almihashhish; F Elkhafeefi; H Altawati (Benghazi; S 24 Elfallah; F Benghalbon; R Michael; M Abosedra; A Ahmayda; H Mftah (Benghazi; M Bohlala; M Muragi; S Alneihuom (Darna; A Alkaseek; A Alshiteewi; H Shames; N Albahloul; M Abudabbous; A Belkhair; A Abdelmalik; M Assalhi; M Altajouri; A Alailesh; A Alshukre (Misurata; B Alazabi; M Alazabi; G Birqeeq; AAY Almugaddami; H Embarek, M Bilfaqirah (Sebha; M Abdelkabir; S Abdeewi; A Abdalhadi; M Benghazi (Sebha; H Idheiraj; M Yahmad; M Alfaid; M Abdu; E Abdu; M Khalifa; G Matroud; A Amaigl; H Aldare; E Ali; K Shwail; K Abdulrahman (Sebha; A Bouhuwaish; A Emran; A Abdraba (Tobruk; AE Elzoubi, A Belaid (Tripoli; A Alragheai; D Omar; S Magrhi; H Farhat; S Alsuwiyah; S Abrayik; S Bensalem; B Algettawi (Tripoli; S Egreara; TMA Abdulmola; I Kandil (Tripoli; F Alshreef; F Elhabishi; M Alsori; L Shawesh; S Timmalah; M Alnuwayli; A Alhamadi; K Ahmed Ibrahim; S Abdullateef; R Altayargh; A Essamei; S Altoume; A Haidar; A Abdulnabi; A Ghummied (Tripoli; E Younes; S Elfurdag; S Ashini; M Edeeb; Z Al-azher El-hamel; M Akkawe; N AlWAER; A Khair Etareig (Zawia; B Allbakosh; H Abusnina; A Awidan; L Alokshi; M Iqreewi; M Almahjoub; H Altounsi; M Almaqrahi (Zliten; Zliten Teaching Hospital). Lithuania: E Dainius; S Bradulskis; E Margelis; A Mačiulaitytė; A Subocius; A Parseliunas; E Kubiliute; D Zuikyte; J Kutkevičius; J Vaitekūnas (Kaunas; L Venclauskas; K Jasaitis; M Jokubauskas; Z Dauksa (Kaunas; A Gulla, E Daukšaitė (Vilnius; Vilnius University Hospital). Madagascar: MJ Rakotonaivo; CF Rahantasoa Finaritra; JB Razafindrahita; YM Razafimandimby; A Rakotondrainibe (Antananarivo; Joseph Ravoahangy Andrianavalona Hospital). Malaysia: AD Zakaria, MIS Ismail (Kelantan; R Noor; M Che yaacob; SF Moh Pauzi; Z Chin (Kota Bharu; K Voon; JH Fu; JH Lim; SA Theivendran; NN Ramli (Kuching; Sarawak; M Fitri; MA Yunus; AN Ramly; A Md Yunos; AAA Anuar (Malacca; NS Abd Ghani; AAH Ahmad Zaidi; F Ashraf; M Mahadi; AA Abdul Rahim (Serdang; Hospital Pengajar Universiti Putra Malaysia (HPUPM)). Mali: OAA Dicko; A Dembele; H Dolo; D Kone (Ségou; District Hospital of Tominian). Malta: C Cini; A Sultana; M Farrugia; J Schembri Higgans; S Bowman; J Psaila; P Andrejevic; S Brincat; K Muscat; M Sammut; R Abela; M Zammit Vincenti; L Casingena; J Galea; M Portelli; N Spiteri; K Iles; R Cachia; D Hili (Msida; Mater Dei Hospital). Mexico: TR Ibarra-Hurtado (Guadalajara; LA Flores Chávez; JA Flores Prado; K Jasso García; NE López Bernal; EV Romo Ascencio; LM Flores Chávez; MP Mellado Tellez; SA Ibarra Camargo; G Delgado Hernandez; JA Guzman Barba; LA Rea Bocanegra; M Tello Jimenez; JA Tavares Ortega; E Gómez Mejía; I Esparza Estrada; AA Salinas Barragan; JA Jimenez Flores; SJ Vázquez-Sánchez; J Gonzalez Garcia; ZM Correa López; FJ Barbosa Camacho (Guadalajara; CM Nuño-Guzmán; AM Nava Franco; JF Martinez Martin del Campo; JJ Ulloa Robles; L Bravo; ME Gonzalez-Gonzalez; FD Romo Rosales; TR Ibarra-Hurtado; LG Peña Balboa; C Yanowsky-Gonzalez; R Santana Ortiz; SA 25 Trujillo Ponce; J Orozco-Perez; MDC Gonzalez; JE Gonzalez Aboytes; J Pizarro Lozano; JE Orozco Navarro; F Ibañez Ortiz; O Montaño Angeles; M Calderon; F Diaz; M Lazo Ramírez; JA Aguilar (Guadalajara; A Gonzalez Ojeda; C Fuentes Orozco; JM Chejfec-Ciociano; JM Carranza Rosales; MA Sánchez Audelo; CI Lupercio Figueroa; KV Ascencio Diaz; CE Gutierrez de la Rosa; F Mercado Sanchez; FY González Ponce; R Mares País; C González Baez; LÁ Pelayo Orozco; NG Barrera Lopez; A Ramírez Beas; MÁ Zaragoza Mendieta; MF Zarate casas; SL Trejo Ramos; P Salas Núñez; JA Gutiérrez Gómez (Guadalajara; G Ambriz González; I Cabrera; HB Moya- Ambriz; FJ Silva Rivera; EM Torres De Anda; A Hernández; FJ León Frutos; VE Armenta Tapia; M Nieto Galvan; JM Alvarez Hernandez (Guadalajara; AI Sánchez-Terán; N Muñoz Montes; AN Fuertes Muñoz; RL Smolinski kurek (León; K Bozada-Gutiérrez; A Nuñez Venzor; A Zubillaga-Mares; I Serrano (Mexico City; C Moreno-Licea; S Anaya Sanchez; A Trigos Díaz; CJ Pérez - Padrón; EY García-Villegas.; RH Perez-Soto (Mexico City; Instituto Nacional de Ciencias Médicas y Nutrición ‘Salvador Zubirán’); MJ Rueda Medécigo; A Leon - del- Angel; HDJ Pérez Baca; C Chavarría Noya; L Castro (Pachuca; D Herappe , MT Barrio Renteria (Querétaro; A Ramos-De la Medina; L Martinez; II Durán Sánchez; DS Gonzalez; MJ Martínez (Veracruz; Hospital Español Veracruz). Morocco: M Berrakkouch; F Hourri; A Benmansour; R Ait Ben Addi; M Melouane; A Tariq; O Boujidi; I Zerrouq; M Katif; S Amahmid; S Errami; S Jamil; O Nouhail; H Essalim; A Nidali; N Ouachou (Marrakech; A Aboumedian; S Kessab; N Lahnaoui; O Arsalan; S Kassad; A Hrora (Rabat; Centre Hospitalier Universitaire Ibn Sina Rabat). Namibia: JT Abebrese; M Van der Colf; FW Quayson; P Shimbulu; P Nambala (Windhoek; Windhoek Central Academic Hospital). New Zealand: S Rennie, A Herewini (Masterton; S Kosna; A Olsen; J Gillingham; R Campbell; A Lin (Wellington; T Uiyapat; S Beavis; D Bardsley; M Lill (Whanganui; J McNab-Hand; O Ray; C Harmston (Whangarei; Whangarei Hospital). Nigeria: A Adeyeye; A Akinmade; E Afeikhena; AI Okunlola (Ado Ekiti; Afe Babalola University MultiSystem Hospital); D Idowu; J Olorunfunmi; A Olabode (Ado-Ekiti; N Oloko; KJ Bwala; A Ningi (Bauchi; P Agbonrofo; D Osifo; P Idjerhe; BO Izedomi; O Omoike; O Irowa; S Ideh; J Enaholo; C Agbonrofo; O Emuze; PV Odigie; M Ediale; RA Eghonghon; M Edena; A Ekpeti; M Momoh; C Osime; O Osagie; A Arekhandia; M Ibadin (Benin City; T AbdulRahman; R Ediru; J Abutu John; O Owolanke (Bida; U Ezomike; N Agugua-Obianyo; J Ede; S Aliozor; EI Nwangwu; C Ilo; C Amah; L Onyebulu; I Ugwueke; I Obianyo; C Onwuzu; U Dilibe; I Orji; V Enemuo; N Celestine; N Ekwo (Enugu; SA Sani; S Olori; I Pius Ogolekwu; O Attawodi; R Hauwa SANI; P Chimezie Andrew (Gwagwalada; A Ishola; O 26 Ayandipo; N Akinbami; A Fakoya; TA Lawal; V Osoka; H Ogundipe (Ibadan; A Ademuyiwa; F Alakaloko; O Oluseye; N Duru; M Ojo; T Olobatoke; AO Lawal; C Nwanmah; O Alaba; R Eloka; C Bode; O Elebute; J Seyi-Olajide; K Onyekachi; O Balogun; O Christianah; L Omomeji; F Akinwande; A Damola-Okesiji; J Okei (Idi Araba; H Abiyere; O Fatudimu; B Mustapha; O Babatunde; OM Williams; O Faboya; C Ónyeka; F Oni; K Shodunke; G Eke; M Abdulsalam; O Oso; A Ayodele; M Okechukwu (Ikeja; C Adumah; A Talabi; O Oyinloye; O Olajide; V Agbakwuru; A Aderounmu; A Agbaje; YL Balogun; MO Ameen; DO Komolafe; O Olasehinde; O Ajiboye; M Fagbayimu; G Aduroja; O Fasoro; A Adisa; AM Olugbami; H Oyinlola; E Adebunmi (Ile-Ife; T Mohammed; A Lawal; F Bello; P Adebayo; O Salako; A Akinkuolie; MA Adetoyi; A Akeem Aderogba; T Oyeyemi; O Ojo (Ilesa; E Osaze; H Ekwuazi; I Ogundele; P Elemile; A Ayeni; I Okoro; C Onuoha (Ilishan-Remo; M Mobolaji-Ojibara , J Mohammad mohammad (Ilorin; NT Abdulraheem; A Jimoh; OK Fasiku (Ilorin; B Aminu; S Kache; G Yohanna Abrak (Kaduna; AA Sheshe; L Anyanwu; AB Muhammad; A Abubakar Abdulkarim; TN Nagwamutse; IU Garzali; S Muhammad; C Nwachukwu; IE Suleiman; SA Aji; A Dahiru; LB Abdullahi; SA Yunusa; A Yahaya; M Bello; I Wasiu; U Mohammed Bello; B Yunusa; N Umar (Kano; RE Enejo; N Nwafulume; A Oke; J Taiwo (Lokoja; OH Ekwunife; OA Egwuonwu; OA Okoye; N Nwanne; C Ugwunne; J Ugwu; U Ezidiegwu; CD Nwosu; K Oluchukwu; V Modekwe; C Uche; EA Obiesie; C Osuigwe (Nnewi; J Aseme; U Edith; J Ezeh; J Nnoli; H Willy-Chidire; D Chimkaomasiri (Onitsha; A Ojewuyi (Osogbo; A Adekoya; L Amosu; A Oyedele; A Ayoade; BA Ayoade; A Asekun; A Ajayi; O Popoola; M Yinusa; AAA Oyelekan; O Oluyemi; C Nwosu; M Okudero; M Agunloye; A Ojo; C Nwokoro; I Babajimi-Joseph; A Williams; S Ogunlade (Sagamu; M Daniyan; TT Sholadoye; M Bashir; N Oyelowo; SE Nwabuoku; A Yakubu; O Ogunsua; M Abubakar; MA Tolani; MS Aliyu (Zaria; Ahmadu Bello University Teaching Hospital). North Macedonia: T Risteski; V Naunova; L Jovcheski (Skopje; University Clinic for Pediatric Surgery). Oman: PW Haque; A Albatanony; A Fajardo; M Omer; DP Talreja; AM Elsayed; H Habiba; H AlAamri (Ibra; S Alsibai; J Albalushi; AM Al Balushi; A Alzadjali; T Al Barhi; A Alkharusi; F Alfarsi; K Al Hinai; H Al Qadhi; R Al Shehhi; H Al Miskry; O Al Hamdani; O Al Alyani; B Rehmani; M Al-Attraqchi; Z Al Balushi (Muscat; M Al Hinai; S Alwardi; L AlRiyami; A ALJamoudi; M Masaaod (Nizwa; Nizwa Hospital). Pakistan: A Raza; A Hai; S Ahmed; DS Maqsood; S Chaudhary; M Farooq; M Tayyab; Z Qureshi; M Ali; S Maqbool; U Abdullah; M Aziz; A Irshad; S Said; A Zafar; U Akram; I Sadiq; A Abbas; M Siddique; I Shahbaz (Islamabad; SH Waqar; M Raheem; F Akhtar; DM 27 Mehmood; DN Mahmood (Islamabad; M Shahid; M Ahmed; M Mansoor Iqbal; Y Lakdawala; S Otho; M Khalid; M Masood; R Kumar; S Jabeen (Karachi; S Altaf (Karachi; M Abdullah; G Shamsi; N Lodhi; G Awais; L Rai (Karachi; S Khattak; A Janjua; A Liaquat; M Saleem (Lahore; MN Rafique; MM Bin Khalid; H Ahmad; MS Khalid; MH Sadiq; A Hashmi; HH Shahid; MA Sadiq; MH Chishti; M Usama; M Kashif; AM Choudhary; H Basharat; K Khalid; MA Haider; MA Bashir; H Sabir; MF Tarar; M Usama (Lahore; MB Mirza; WU Rehman; W Tahir; R Khalid; CE Azmat (Lahore; H Qayum; H Irfan Khan; A Mustafa (Peshawar; HW Bhatti; MR Farooqui; F Rauf; NA Malik (Rawalpindi; M Usman Malik; S Hayat; D Riazhussain (Sargodha; Teaching Hospital - Sargodha). Palestine: J Najajra; N Al-Hroub; M Abu Daoud; R Jubran; M Srour; M Taamreh; A Alsalahat; H Masalma (Bethlehem; A Alwali; L Mohammed; M Al zebda; S Mahdi; A Shaheen; G Alrayyes; L Tafesh; T M. Abubasheer; M Abu Jayyab; H Jaber; M Abuwarda; B M. J. Alhaj; T Aldirawi; F Mahmoud; A Albhaisi; M Obaid; WJN Almadhoun; A Alroobi (Gaza; M Abo Abdo; A Abuthaher; A AbuNemer; M Abu Al Amrain; I Nasser; A Awad; A AlAgha; R Madi; D AbuNemer (Gaza; N Kullab; H Elhallaq; A Abu Tair (Gaza; H Abu-Arish; A Zamareh; M Ahmoud; M H. Oweidat; I AlJada; M Anati; S Halabi; W Alhroub; A Abuhammad; S M. Udwan; H Yaghmour (Hebron; D Houmran; NA Awwad; M Abed; I HajMohammed; A Hewari; A Alqerem; E Zidan; H Abbadi; S Abed (Jenin; The Martyr Dr. Khalil Sulaiman Hospital (Jenin Governmental Hospital)); M Shakhshir; M HajHamad; M Saifi; S Abuzahra; A Khouli; Z Shabello; Z Khraim; S Ismail; MF Dwikat (Nablus; R Bassam; A Sabbah; A Gharib; R Alzughayyar; R Issa; A Abuhantash; O Matar; Y A. Omar; O Khalil; A Awwad (Tulkarm; Martyr Thabet Thabet Govermental Hospital). Paraguay: A Rodriguez Gonzalez; ED Sosa Ferreira; R Ferreira Acosta; MN Martínez Bareiro; JE Giubi Bobeda; A Franco (Asuncion; Universidad Nacional de Asunción). Peru: A Walfor (Huánuco; L Poggi; L Fuentes Rivera Lau; MA Moreno Gonzales; F Camacho; O Ibarra; G Arredondo (Lima; K Nieto Yrigoin; D Chavez Fernandez; DC Juan Carlos (Lima; G Mendiola; A Salazar; R Casma Bustamante (Lima; G Borda-Luque; Y Carpio Colmenares; MR Li Valencia; F Palomino Escalante; K Quispe de la Roca (Lima; MM Caramantin Obando (Paita; R Polo, V Serna-Alarcon (Piura; Jose Cayetano Heredia III Regional Hospital). Poland: R Mazurkiewicz; M Kołomańska; PJ Milewski (Kielce; M Kisielewski; T Stefura; K Richter; W Wysocki; N Kłos; W Jabłoński; I Alsoubie; B Żaczek; T Wojewoda; J Bolanowski (Krakow; Z Orzeszko; M Wikar; R 28 Solecki; B Markowska; M Szura; T Gach (Krakow; M Matyja; B Habrat; W Serednicki (Krakow; Z Lorenc; M Święch; M Mietła; W Krawczyk; M Nycz (Sosnowiec; K Urbańska; K Komorowska; P Kowalewski; JK Zajac, M Zawadzki (Wroclaw; M Kusiński; M Pryt; F Brzeszczyński; H Dąbrowski; M Redynk (Łódź; Copernicus Memorial Hospital). Portugal: J Figueiredo; B Cismasiu; R Souto; S Henriques; AL Preto Barreira; J Vaz; JM Carlos; M Trindade; L Moreira; M Palas; J Simoes (Almada; F Ramalho de Almeida; M Vasconcelos; A Neves; J Ribeiro; F Afonso; A Pita; R Miranda Pera; M Bernardo; C Rio Ferreira; T Branco; J Fontaínhas; S Pimentel Morais; B Pinto (Amadora; S Patrocínio; L Moniz; C Rolo Santos; P Bernardo; F Nazareth (Barreiro; C Silva; L Heeren; AR Mateus Loureiro; B Tinoco; A Abreu (Caldas da Rainha; DM Gonçalves Múrias Gomes; C Figueiredo; C Aguero; M Reia; M Guerrero; MA Fernandez Romero; J Dominguez (Elvas; I Colaço; M Nunes Luís; S Andrade; S Oliveira; D Pais (Figueira da Foz; DG Alves; F Castro; R Ribeiro; I Mogárrio; MDC Gama Caldeira (Funchal; B Gama; CS Rodrigues; A Cabral; A Silva (Horta; E Borges; J Cassiano Neves; R Bernardino; P David Santos; J Secchi (Lisbon; M Nunes; D Tavares; M Cruz; C Quintela; C Cardoso; IM Lourenço (Matosinhos; D Vaz Acosta; P Rego Ponte; R Santos Pereira (Ponta Delgada; H Capote; MB Mourato; T Mogne; N Andrade; G Fialho; F Valente Costa Pinto; B Cordeiro; M Brito; G Santos; D Rosado; C Costa; N Pratas (Portalegre; J DiasFerreira; AL Carreira-Marques; R Ribeiro Dias; B Carvalho; M Gomes; C Soares-Aquino; F Gomes; S Barbosa Castelo Branco; C Coutinho; JP Vieira de Sousa; D Atouguia (Porto; L Cidade Costa (Porto; D Silva; P Correia; C Henriques; AM Pinheiro Pereira; H Devesa; R Barradas; S Fortuna Martins; N Marcos; A Jarimba; B Louro; L Rodrigues Madeira; AR Lourenço (Santarem; A Ferreira; A Abreu da Silva; D Stoian; M Ferreira (Santiago do Cacém; R Branquinho; JC Domingues; MI Seixo; R Lalanda; C Bôto (Tomar; J Fernandes; P Laranjo; M Reis; I Borges da Costa; C Assis; B Lopes Patrício; NM Freitas Oliveira (Vila Franca de Xira; M Carvalho; J Mendes; C Macedo Cardoso de Oliveira; B Freire; R Pinheiro Duque (Vila Nova de Famalicao; B Vieira; U Fernandes; A Dupont; R Vaz Pereira (Vila Real; Centro Hospitalar de Trás-os-Montes e Alto Douro; E. P. E. ). Qatar: G Sarp; E Soyer Güldoğan (Doha; Turkish Hospital). Romania: É Gáspár (Brasov; A Chitul; C Bezede; E Ciofic; D Cristian (Bucharest; EA Toma; IM Matache; O Enciu; B Bogdan-Gabriel (Bucharest; I Negoi; C Ciubotaru; I Tanase; C Dina; VM Negoita; A Perja (Bucharest; 29 Emergency Clinical Hospital Bucharest); R Drasovean; A Trif; D Misca; C Hossu; I Imihteev (ClujNapoca; Medicover Hospital Cluj). Russian Federation: V Kakotkin; M Agapov; V Budyakova; S Dos Santos Rocha Ferreira; R Senin (Kaliningrad; A Bedzhanyan; A Sumbaev; K Petrenko; E Bedzhanyan; E Tyurina; R Azimov; P Glushkov; K Shemyatovsky; S Husanov; A Sidorova (Moscow; G Yarovenko; E Shestakov; O Lisin; A Arustamyan; J Sidorovskaia; K Cholah; I Cholah; D Kurochka (Simferopol; V Ten, Y Kudryavcev (Yuzhno-Sakhalinsk; Private healthcare institution ‘RZD-Medicine’). Rwanda: JP Rugambwa; CN Nelly Rosine; N Jeannette; A Dusabimana (Huye; Gisagara; C Seneza; C Uwakunda; L Mukamazera; G Ntwari; I Didier (Kigali; A Costas-Chavarri; M Eugene; C Nyampinga; R Munyaneza; D Muyenzi (Kigali; Rwanda Military Hospital). Saudi Arabia: N Alzerwi; M Rayzah; A Almutairi; A Alsultan; B Ali (Al-Majmaah; A Shabkah; H Said; A Alhebshi; A Mohsen; K Anaam; F Alnazawi; A Basalim; B Albaihani; S Al Athath; A Jowharji; A Aljahdali (Jeddah; N Trabulsi; M Alharthi; A Farsi; M Ghunaim; A Nawawi; A Maghrabi (Jeddah; N Alzerwi; Y Aldebasi; F Al Abbood; A Elkhalifa; M Alshanwani; S Alshagrawi (Riyadh; F Ahmad (Riyadh; A Alayed; R AlQahtani; R Sugair; O Alruwaili; B Alsharari; H Albalawi; H Al SOHABI; A Alshahrani; S Asiri; M Alshehri; A Albalawi; R Alatawi; T Khewater; H Adi; J Akiely; N Musawa; F Alahmad; B Alqahtani; M Sersarah; Z Farraj; A Alzahrani; N Al Amri; M AlThomali; D Elkafrawy (Taif City; King Faisal Medical Complex). Serbia: J Juloski; V Cuk; V Cijan; L Milic (Belgrade; Zvezdara University Medical Center). Slovenia: JA Košir; J Grosek; A Tomazic; T Košir Božič (Ljubljana; University Medical Centre). South Africa: S Gumede; C Kloppers; K Booyse; S Dos Santos; M Flint (Cape Town; Z Johnson; JJ Jordaan; G Steenkamp (Cape Town; K Nieuwenhuys; J Uys; SS Verhage; A Goliath; S Gilbert (Cape Town; M Kariem, N Karimbocus (Cape Town; C Lategan, T Mabogoane (Cape Town; S Mewa Kinoo; R Naidoo; N Ntanzi; S Sibiya; S Ebrahim (Durban; S Govender; E Naidoo; P Moodley; K Maharaj (Durban; H Le Roux, J Van Niekerk (East London; A Sparke, P Omwansa (East London; CA Baars; S Marawu; K Sevnaran; A Szpytko (Empangeni; G Charalambous; B Van Zyl; O Pheiffer; F Roodt (George; D Rattray; N Rasool; M Nkogatse; R Mackay; G Urdang (Johannesburg; V Manchev; D Clarke; S Naidu; V Govindasamy (Pietermaritzburg; LC Kolongi; C Elliot-Wilson; S Kalenga; I Serfontein; M Goga (Upington; S Burger, R Duvenage (Worcester; Worcester Provincial Hospital). 30 Spain: H Aguado López; F Ruescas; A García Marín; M Scortechini; M Jurado Román; A Sanchez Gallego (Albacete; E González Marín; S De la Cruz Ahufinger; M Mateu; MJ Medina; MDM Martí-Ejarque; R Soliva Domínguez; L Ruiz-Villa; E Montalbán Martínez (BARCELONA; A Torroella; C Ginesta; G Cárdenas Rivera; VE Gonzabay; JD Acevedo Parrales (Barcelona; M Canals Sin; A Lombardero; B Capdevila Vilaró; M Carbonell Pradas; ME Muñoz Fernández; RA Hernandez Rodriguez; I De Haro Jorge; M Riba Martínez; L Tapia Moral; M Coronas Soucheiron; P Palazon Bellver; L Ortega Lechuga; X Tarrado; A Domenech Plana; J Prat-Ortells; M Bejarano Serrano; M Cuesta Argos; MP Martin Gimenez; SG Laura; R Ripoll i Palmés (Barcelona; A Sainz Lete; JC Zevallos-Quiroz; D Gómez; B Estraviz; JM De Francisco Rios; J Barrutia Leonardo; M González de Miguel (Bizkaia; RL Ferlini; M Ortega Escudero; Y Galvañ Félix; C Hernandez Diaz; J Montero García (Burgos; Á Fernández Camuñas; EP Garcia Santos; FJ Redondo Calvo (Ciudad Real; M Estaire Gómez; RJ Castro Lara; A Ramos Bonilla; L Rodríguez Gómez; M Marqueta De Salas; A Alvarez Cuiñas; FM Bujalance Cabrera; MD Cancelas; A García Domínguez; G Chamoso Mialdea; EP Cagigal Ortega; D Enjuto; I Cervera (Leganés; R Villalobos Mori; Y Maestre González; C Gas; L Codina Corrons; C Semeraro (Lleida; J García-Quijada; TW Jorgensen; MJ Peña Soria; N Tabatabaian; JL Garcia galocha; D Fra Corral; L Sante Serna (Madrid; M Diez Alonso; C Vera Mansilla; L Casalduero; S Soto Schütte; Y Allaoua (Madrid; E Gutierrez; C Zapata Syro; F Prieto La Noire; MDM Olmedo Reinoso; S Salido; N Chavarrias; M Vicario Bravo; L Asensio Gomez; R Abad; A Gegúndez Simón; PC Arteaga Asensio (Madrid; AM Minaya Bravo; E González; A Galvan; C Guijarro Moreno; G De la Peña González; A Sánchez Gollarte; A Robin Valle de Lersundi; MÁ García Ureña (Madrid; JL Rodicio Miravalles; AA Suárez Álvarez; DW Silva-Cano; G Martínez Izquierdo; P Del Val Ruiz; M Moreno Gijon; S Amoza Pais; GP Ibero Casadiego; E López-Negrete Cueto; J Carrizo; S Sanz; R Rodríguez-Uria; A Cembellin; G García-Santos; A Fraile (Oviedo; D Córdova García; L Jiménez; J Martin Fernandez; R Alvarado Hurtado; R Díaz Pedrero; N Cobeño Tamayo; V Ongil Rodríguez (Rivas-Vaciamadrid; Madrid; F Aguilar del Castillo; Á De Jesús Gil; S Borrego Canovaca (Sevilla; JR Naranjo Fernández; Z Valera Sanchez; R Perez; M Infantes Ormad; M Sánchez Ramirez (Seville; C Leal Ferrandis; C Esteo Verdu; S García López; J Febré; B Cuneo (Valencia; C León-Espinoza; E Martí Cuñat; G Pou (Valencia; C Jezieniecki; S Alonso Marcos; A Vazquez Fernandez; J Beltrán de Heredia; B De Andrés-Asenjo; D Baños Méndez; JC Garcia Vera; M Ruiz Soriano; E Redondo; R Martínez Díaz; T Gómez Sanz; P Artigot; C Infante; C Ferreras García; LR Cabezudo; G Cabezudo; M Lainez Escribano; M Rodriguez-Lopez; H Nuñez Del Barrio; A Romero de Diego (Valladolid; A Vazquez Melero; M Camuera; I Herrero; D Garcia López de Goicoechea; M Sánchez-Rubio (Vitoria-Gasteiz; Hospital 31 Universitario Araba); MDP Cebollero, JL Blas Laina (Zaragoza; V Duque Mallén; N Sánchez Fuentes; P Sancho Pardo; I Gascon Ferrer; MÁ Dobón Rascón; T Gimenez Maurel; J Chóliz; S Saudí-Moro; S Paterna -Lopez; A Martinez German; D Aparicio-López; MÁ Gascón Domínguez; P Royo Dachary (Zaragoza; Hospital Universitario Miguel Servet). Sri Lanka: S Srishankar; SPB Thalgaspitiya; KJ Senanayake; D Wickramarathna (Anuradhapura; D Subasinghe, D Wickramasinghe (Colombo; M Nandasena; K Wijesinghe; H Miyasika; J Senavirathna; Y Chamara (Dehiwala; S Rajendra; SI Thuraisamy Sarma; B Balagobi; V Sutharshan; S Giridaran (Jaffna; W Wijenayake; MT Ekanayake; S Jayatilleke; S Jayasekara; M Perera; R Perera; R Ellawala; WDD De Silva (Werahera; University Hospital; Kotelawala Defence University). Sudan: S Alqurashi; N Rajab (Ed Dueim; TA Albushary; FA Mohammed Daoud; A Younis; MA Suliman; F Tahir Lwdie; S Ibrahim Tour Harakan; M Abdelhadi Suliman Adam; E Hegab; A Abdalla; T Almahdi; E Alabed (El Geneina; S Eldirdiri; OA Eljizoly; A Mohammed; A Mohamed Ibrahim Mohamed (Gadarif city; A Albager; MA Ismael Alamin; M Alsalawi; MA Elgak (Kassala; EG Nubi Mohamed; A Eltahir; E Adel Hamdoun Aziz; I Adel; O Emadeldeen; OG Nubi; E Mohamed (Khartoum; M Hamed; M Tageldin; E Elsheikh; U Omara; E ADAm; IMG Ahmed; GMG Ahmed; S Imam (Khartoum; AA Adam; S Amin Omar Alsiddig; A Ahmed; S Abdelrasoul Elnour Ismail; M Mohamedshafee; Y Mohamed (Khartoum; EE Abuobaida Banaga Hag El Tayeb; H Abuobaida; AS Ahmed (Khartoum; A Elbalal; GN El Hunjul; A Mustafa; E Yousuf; E Hamed; S Ibrahim; O Morgan; N Omer (Wad Madani; University of Gezira Hospital). Sweden: M Zaigham, A Al Mukhtar (Malmö; Västmanlands Hospital Västerås). Switzerland: D Fenner, D Salinovic (Frauenfeld; X Papazarkadas; TV Pham; C Brasset; A Litchinko; F Ris; C Golliez; M Chevallay (Geneva; J Gass; J Mühlhäusser; J Metzger; A Scheiwiller (Luzern; A Tampakis; C Riboni; U Dietz; E Brolese; C Seiler; M Kalisvaart; JN Marx; L Eisner (Olten; G Peros; F Solimene; M Gramellini; A Lareida; M Adamina; E Betz; L Dubs; K Geiger-Timm; L Gantner; N Seeger; K Richetti; K Hofmann (Winterthur; MA Schneider; D Gero; K Lehmann; P Limani; S Hügli; S Gerdes; F Mazzola; A Hiller (Zurich; University Hospital of Zurich). Syrian Arab Republic: MA Farho; M Mohammad; AY Arnaout; Y Nerabani; Y Maktabi; W Alsado; A Anadani (Aleppo; M Morjan; M Nasani; W Mayo; S Kreid; M Arnaout; MN Sawas (Aleppo; Al-Shahbaa Private Hospital); M Aloulou; MK Marawy; A Kezze; I Arnaout; A Kelzia; E Dabbagh; R Masri; MH Nabhan; A Alniemi; A Alhaj; S Ward; Y Haido; N Dadoush; MK Abu albahrain; A Niazi; W Abbas; A Hasan; S Alshab; S Kamari; R Kalouk; Z Toutounji (Aleppo; D Sharl Ajami; B 32 Alsaid; A Alusef; K Abo zaal (Damascus; AR Hammadieh; Z Klib; MR Mslmani; A Alhaj zain; M Klib; L Shammas; AJ Chekfa; Z Odeh; R Joumaa; H Al-zoubi (Damascus; Al-Mouwasat University Hospital); Q Mashlah; HO Odah Bashi̇; H Zwaraa (Damascus; I Adham; L Hasan; A Khatib; S Jomaa; A Alfarwan; A Torbey; A Rashid; A Hawarah; M Alhimyar; L Al-Boukhari; MA Al-yusuf; AN Aldirani (Damascus; Y Alhammoud , Y Al-Junaidi (Homs; Al-Basel Specialized Hospital in Karm El-Louz); M Daher; Z Asaad; K Khalil (Homs; J Khoury; J Jahjah; J Alaji; S Turkmani; S Mahfoud; A Ahmad; M Derattani; G Massarra; J Skaff; ZA Hannouneh; H Amoudi; ZA Zaher; G Zaza (Latakia; A Wassouf; A Alahmad Alismael; S Nofal; A Mansour; M Mansour; Z Alkhaier; J Suliman; M Sabboh; M Haj Hussein; M Ibrahim; ZA Abo alaros; G Alhadwah; N Kheyrbek; D Ibrahim; G Hamdan; Y Hasan; A Abo al Shamat; A Roumieh; B Khattab; H Alkhatib (Latakia; S Hassan; S Abdul Rahman; A Abdul Rahman; F Aliskander; J Alkharish; G Kafa; I Suleiman; A Bassma; A Alloush; N Ismaiel; J Deeb; M Alrantisi; E Salloum; A AlMouahhed; A Baydoun; H Yunes; S Alkadi; D Abdulrahman; I Hussein (Latakia; A Bakri; H Asaad; T Ashkar; H Daaboul; A Marouf; F Chahrour; B Ranjous; B Ibrahim; A Sinjab; M Alneasan; J Fahed; R Attaf; S Kanaan (Latakia; Tishreen University Hospital). Thailand: A Tansawet; W Kasetsermwiriya; I Laopeamthong; P Sukhvibul; T Techapongsatorn; N Techapongsatorn; P Kasetsermwiriya; P Leungon (Bangkok; Vajira hospital). Togo: PS Tekam Wadje (Lomé; CHU Sylvanus Olympio). Tunisia: MJ Kacem; R Elaifia; Y Ouadi; S Megdiche; Y Jedidi (Tunis; La Rabta Hospital). Turkey: AÇ Bozkurt, H Tümer (Adana; MA Koç; A Çakmak; AF Kocaay; KY Türker; TB Türkmen (Ankara; O Yalkin, D Yigit (Bursa; B Yigit; A Aslan; S Yilmaz (Elazig; AN Sanli; Yİ Tandoğan; A Yildiz; A İsler; A Ozkomec (Gaziantep; ME Seker; E Ay; M Erkaya; YO Koyluoglu; A Develioğlu; GM Kurtoglu; GK Kurtoglu; AF Cetişli; E Tunçcan; A Aghayeva; Z Durna; B Baca (Istanbul; AE Dönmez; B Togay; E Ada; IE Yavuz; IA Bilgin; EC Karabulut; AM Uysal; Y Karataş; B Ağca; MK Aktas; F Demiral; B Duman; K Kabulov; I Hamzaoglu; T Karahasanoğlu; M Tanal; S Meriç; M Tokocin; H Yigitbas; A Barcin; G Alici; E Yavuz; OB Gülcicek; N Bugdayci; K Özdoğan; I Çakir; YE Aktimur; RE Sönmez; M Şermet; MS Ozsoy; H Baysal; F Buyuker (Istanbul; M Oncel; S Bektas; AE Askin; M Yashar; A İzgi̇ş (Istanbul; SS Uludağ; MF Ozcelik; S Yumurtacilar (Istanbul; A Özcan; E Somuncu; S Yilmaz; A Sapmaz; H Bolukbasi; C Özkan; E Bozdağ; MC Kizilkaya; H Telci; Y Kara; AZ Kaan; M Acar; EO Yildirim (Istanbul; G Akcakoca; C Hacialioğlu; Y Tosun; V Çalik; TE Yilmaz; H Alfakeer (Istanbul; MI Ateş; SN Karahan; M Kalender; AE Narin; D Yi̇ği̇t; O Agcaoglu; S Toprak; B Celik; E Ozoran; DS Uymaz; S Yigman; E Bozkurt; A Rencuzogullari; E Balik; S Sucu 33 (Istanbul; A Akmercan; K Oğur; A Hajali; QK Dolatzay (Istanbul; N Kiziltoprak; MS Genç; B Özcan; Z Şenol; OF Ozkan; M Çuhadar; ED Terzi (Istanbul; T Gülşen (Istanbul; B Citgez; H Ozsahin; C Ersavas (Istanbul; C Bi̇li̇r; AE Boztaş Demi̇r; AD Hacioglu; G Ozyuksel; AM Öztürk; B Calik; AC Yaşar (Izmir; E Colak; MA Avci; E Aybar; M Gün; AB Ciftci; MS Uyanik; ME Kara; C Akgün; AC Sari; Ö Küpçüoğlu; GO Kucuk; S Polat (Samsun; N Kavak; MA Kara; G Karadeniz Cakmak; B Kum (Zonguldak; S Öztürk, B Eyduran (İzmir; University of Health Sciences Tepecik Training and Research Hospital). Uganda: B Kigwe, M Arafat (Iganga; M Nnabagulanyi (Kigumba; Kiwoko Hospital). United Kingdom: ZA Fozo; A Shoker; KR Rahman; MW Saqib; R Faisal; CS Ong; A Pillai; H Unwin; A Huws; M Maybury; H Ejaz; E Daketsey; AK Lala (Bangor; North Wales; MAK Sarker; B Chkir; MR Peris; S Khan; MA Tahir; R Doherty; H Alhusaini; MF Butt; H Afzal; S Handa; N Maharjan; A Mostafa; G Lee; CK Lim; A Krishna; WT Yew; Y Lu; R Hall (Barrow in Furness; E Mohammed (Basildon; F Georgiades; S Karim; K Rajaratnam (Bedford; J Abbasy; A Bibi; S Karandikar; L Johnstone; N Fazili (Birmingham; A Singh; A Athanasiou; H Lidbetter; J Siby; M Kaur; A Fatima (Brighton; SM Reddy; A Campbell; A Cardoso Almeida; K Smith; CJ Bradshaw; K Tambudze; H Delacave; I Norman (Bristol; M San; S Babu; S Midya; H Bradly; S Tontus; H Chauhan; R Jurdon; M Corcos; E Jose (Camberley; N Eardley; B Davies; M Ransome; S Suresh; A Bavaharan; R Batir; R Sato (Colchester; N Chidumije; TY Kwan; F Olaniru; I Parwaiz; LP Cheng (Coventry; N Gokhare Viswanath; K Nanayakkara; A Tibude (Derby; O Olajumoke; M Shams; D George; A Amin; M Kausar; S Sellahewa (Dudley; H Kamal; A Kamal; M Kamal (Dundee; O Pryer; H Sagar; B Lulham-Robinson; S Dawo; R Bethune; G Chillarge; AM Myintmo; M Horga; L Andreski; E Ruiz-Daum; T Finlay; I Rakshit (Exeter; J Bryan; D Joshi; R Marlin; M Battili; YL Aung; L Zeng; S Mathew; I Njere; S Gopaul; A Abbas (Great Yarmouth; G Singh; M Asarbakhsh; S Staight (Huddersfield; R Govindaraju; M Quaunine; S Yassin; A Wilkins; J Walshaw; L Chang; A Mahendran; F Hammett; D Fairbrass; UA Kalu; E Dexter; T Nadeem; N Karunaratne; T Lo; M Pellen (Hull; SH Sarwary; J Otote; D Anbu; H Islam; N Morricone (Ilford; 34 King George Hospital); K Lee; E Gimson; M Wilson; C Chiam (Larbert; M Solkar; M Bautista; NS Blencowe; J Sutcliffe; A Peckham-Cooper (Leeds; E O’Connell; KE Dey; R Lunevicius; MM Barakat; GR Goodwin; B Devkaran; IC Nzenwa; A Pilavas (Liverpool; K Bananis; A Alamin; S Bennett; MD Barcelona; A Sharp; F Soggiu (London; E Baili; H Ebied; A Botha; M Haghighat Ghahfarokhi; MMT Youssef (London; K Theodoropoulou; A Quddus; R Hegy; M Mahran; A Ghanbari (London; P Kapsampelis; T Chouari; J Saunders; C Boven; I Gerogiannis (London; N Karthikeyan; C Karagianni; E Spanoudakis (London; H Younus; R Ben Hmida; D Eaton (London; C Seet; R Bradley; R Roberts (London; FN Amir; M Durrani; A Tahir (Macclesfield; A Khalil; E O’Neill; S Ingley; V Bill; P Wilson; M Elmousili; E Chin; C Alphonse; P Suresh; L Devi; C Shelton (Manchester; S Bugren; M Abdelreheem; MMR Azzuz; DJ Dhillon; MF Khan; B Peter; I Fagiri; T Harris; P Thambi (Middlesbrough; M Tomlinson; C Hidalgo Salinas; A Mwanjoka; M Catterall; B Ali (Morecambe; S Tingle; K Waddell; F Peters; T Akharaekpanya; S Robinson (North Shields; NA Binti Yusri; A Ashiru; SA Chowdhury; J Reilly; S Malek; S Kumaran; A Doghaim; ABA AlHajjaj; LR Chieng; ZY Wong; R Olatunji (Nottingham; J Bundred; B Down; A Ang; KA Shamiyah; G Bond-Smith (Oxford; M Elmesalmi (Portsmouth; S Monkhouse; O Mohamed; B Robertson-Jones; BZ Hao (Redhill; S Ghattas; N Beharry; A Maraqa; N Uttam; S Rafiq; A Abdelhamid; E Mazumdar; M Dyer; MEEA Abdelsalam; B Johnson; M Abdelkarim; A Murtada; MMS Tora; Z Azhar (Rhyl; O Whitehurst; K Bhatti; S Silvestre; LN Bin Aizan; A Patel (Salford; Z Khan; A Maqsood-Shah; O Webster; H Reilly; S Boyes (Sheffield; S Bandyopadhyay; B McDermott; H Kynaston; B Neall; M West; G Hart; R Titcombe; A Ekerin; A Demetriou; N Harrison; JJQ Chen (Southampton; M Hammoda; L Robine-Durnell; E Mansour; A Evans; E Baker (Swansea; I Abdullah, O Osunlusi (Walsall; Walsall Manor Hospital). United States: S Soelling, R Askari (Boston; M Asaad; J Leong; M Perkins; D Ozal; SS Budhwani (Chicago; A Maxwell; A Shah; S Schimpke (Chicago; D Moris; C Nicholson Jr.; HE Rice (Durham; D Ridder; M Tsuruta; K Noguchi; D Mikami; R Kitamura; J Ng-Kamstra (Honolulu; Hawaii; RJ Robitsek; K Fretwell; J Chan; R Laskowski (Jamaica; R Zerna Encalada (Syracuse; SUNY Upstate University Hospital). Yemen; Rep. : R Ghaleb; N Alnamari; A Al-Bahla; B Al soudi (Hajjah; B Alshaikh; M Al-Shehari; M Al-Dhaheri; YSSM Ghaleb; MI Issa (Sana’a; Al-Thawra Modern General Hospital).