학술논문
'학술논문'
에서 검색결과 540건 | 목록
1~10
Academic Journal
Palles, C; Chegwidden, L; Li, XZ; Findlay, JM; Farnham, G; Giner, FC; Peppelenbosch, MP; Kovac, M; Adams, CL; Prenen, H; Briggs, S; Harrison, R; Sanders, S; MacDonald, D; Haigh, C; Tucker, A; Love, S; Nanji, M; Decaestecker, J; Ferry, D; Rathbone, B; Hapeshi, J; Barr, H; Moayyedi, P; Watson, P; Zietek, B; Maroo, N; Gay, L; Underwood, T; Boulter, L; McMurtry, H; Monk, D; Patel, P; Ragunath, K; Al Dulaimi, D; Murray, I; Koss, K; Veitch, A; Trudgill, N; Nwokolo, C; Rembacken, B; Atherfold, P; Green, E; Ang, Y; Kuipers, EJ; Chow, W; Paterson, S; Kadri, S; Beales, I; Grimley, C; Mullins, P; Beckett, C; Farrant, M; Dixon, A; Kelly, S; Johnson, M; Wajed, S; Dhar, A; Sawyer, E; Roylance, R; Onstad, L; Gammon, MD; Corley, DA; Shaheen, NJ; Bird, NC; Hardie, LJ; Reid, BJ; Ye, WM; Liu, G; Romero, Y; Bernstein, L; Wu, AH; Casson, AG; Fitzgerald, R; Whiteman, DC; Risch, HA; Levine, DM; Vaughan, TL; Verhaar, AP; van den Brande, J; Toxopeus, EL; Spaander, MC; Wijnhoven, BPL; van der Laan, LJW; Krishnadath, K; Wijmenga, C; Trynka, G; McManus, R; Reynolds, JV; O'Sullivan, J; MacMathuna, P; McGarrigle, SA; Kelleher, D; Vermeire, S; Cleynen, I; Bisschops, R; Tomlinson, I; Jankowski, J
Gastroenterology. 148(2):367-378
Academic Journal
Underwood, J; de Francesco, D; Cole, JH; Caan, MWA; van Zoest, RA; Schmand, B; Sharp, DJ; Sabin, CA; Reiss, P; Winston, A; Wit, FWNM; Schouten, J; Kooij, KW; Elsenga, BC; Janssen, FR; Heidenrijk, M; Zikkenheiner, W; van der Valk, M; Kootstra, NA; Harskamp-Holwerda, AM; Maurer, I; Ruiz, MMM; Girigorie, AF; Villaudy, J; Frankin, E; Pasternak, A; Berkhout, B; van der Kuyl, T; Portegies, P; Schmand, BA; Geurtsen, GJ; ter Stege, JA; Twennaar, MK; Majoie, CBLM; Su, T; Weijer, K; Bisschop, PHLT; Kalsbeek, A; Wezel, M; Visser, I; Ruhe, HG; Franceschi, C; Garagnani, P; Pirazzini, C; Capri, M; Dall'Olio, F; Chiricolo, M; Salvioli, S; Hoeijmakers, J; Pothof, J; Prins, M; Martens, M; Moll, S; Berkel, J; Totte, M; Kovalev, S; Gisslen, M; Fuchs, D; Zetterberg, H; McDonald, L; Stott, M; Legg, K; Lovell, A; Erlwein, O; Doyle, N; Kingsley, C; Leech, R; Zaheri, S; Hillebregt, MMJ; Ruijs, YMC; Benschop, DP; Burger, D; de Graaff-Teulen, M; Guaraldi, G; Burkle, A; Sindlinger, T; Moreno-Villanueva, M; Keller, A; Sabin, C; Libert, C; Dewaele, S; Boffito, M; Mallon, P; Post, F; Sachikonye, M; Anderson, J; Asboe, D; Garvey, L; Pozniak, A; Vera, J; Williams, I; Campbell, L; Yurdakul, S; Okumu, S; Pollard, L; Otiko, D; Phillips, L; Laverick, R; Fisher, M; Clarke, A; Bexley, A; Richardson, C; Macken, A; Ghavani-Kia, B; Maher, J; Byrne, M; Flaherty, A; Mguni, S; Clark, R; Nevin-Dolan, R; Pelluri, S; Johnson, M; Ngwu, N; Hemat, N; Jones, M; Carroll, A; Whitehouse, A; Burgess, L; Babalis, D; Higgs, C; Seah, E; Fletcher, S; Anthonipillai, M; Moyes, A; Deats, K; Syed, I; Matthews, C
Open forum infectious diseases. 6(6)
Academic Journal
Bisschop, CNS; van Gils, CH; Emaus, MJ; Bueno-de-Mesquita, HB; Monninkhof, EM; Boeing, H; Aleksandrova, K; Jenab, M; Norat, T; Riboli, E; Boutron-Ruault, MC; Fagherazzi, G; Racine, A; Palli, D; Krogh, V; Tumino, R; Naccarati, A; Mattiello, A; Argueles, MV; Sanchez, MJ; Tormo, MJ; Ardanaz, E; Dorronsoro, M; Bonet, C; Khaw, KT; Key, T; Trichopoulou, A; Orfanos, P; Naska, A; Kaaks, RR; Lukanova, A; Pischon, T; Ljuslinder, I; Jirstrom, K; Ohlsson, B; Overvad, K; Berentzen, TL; Halkjaer, J; Tjonneland, A; Weiderpass, E; Skeie, G; Braaten, T; Siersema, PD; Freisling, H; Ferrari, P; Peeters, PHM; May, AM
The American journal of clinical nutrition. 99(1):139-147
Academic Journal
Veenhuizen, Stefanie G. A.; van Grinsven, Sophie E. L.; Laseur, Isabelle L.; Bakker, Marije F.; Monninkhof, Evelyn M.; de Lange, Stephanie V.; Pijnappel, Ruud M.; Mann, Ritse M.; Lobbes, Marc B. I.; Duvivier, Katya M.; de Jong, Mathijn D. F.; Loo, Claudette E.; Karssemeijer, Nico; van Diest, Paul J.; Veldhuis, Wouter B.; van Gils, Carla H.; van Gils, C. H.; Bakker, M. F.; van Grinsven, S. E. L.; de Lange, S., V; Veenhuizen, S. G. A.; Veldhuis, W. B.; Pijnappel, R. M.; Emaus, M. J.; Monninkhof, E. M.; Fernandez-Gallardo, M. A.; van den Bosch, M. A. A. J.; van Diest, P. J.; Mann, R. M.; Mus, R.; Imhof-Tas, M.; Karssemeijer, N.; Loo, C. E.; de Koekkoek-Doll, P. K.; Winter-Warnars, H. A. O.; Bisschops, R. H. C.; Kock, M. C. J. M.; Storm, R. K.; van der Valk, P. H. M.; Lobbes, M. B., I; Gommers, S.; de Jong, M. D. F.; Rutten, M. J. C. M.; Duvivier, K. M.; de Graaf, P.; Veltman, J.; Bourez, R. L. J. H.; de Koning, H. J.
Academic Journal
B. Görgec; I. Hansen; G. Kemmerich; T. Syversveen; M. Abu Hilal; E. J. T. Belt; R. H. C. Bisschops; T. L. Bollen; K. Bosscha; M. C. Burgmans; V. Cappendijk; M. T. De Boer; M. D’Hondt; B. Edwin; H. Gielkens; D. J. Grünhagen; P. Gillardin; P. D. Gobardhan; H. H. Hartgrink; K. Horsthuis; N. F. M. Kok; P. A. M. Kint; J. W. H. Kruimer; W. K. G. Leclercq; D. J. Lips; B. Lutin; M. Maas; H. A. Marsman; M. Morone; J. P. Pennings; J. Peringa; W. W. Te Riele; M. Vermaas; D. Wicherts; F. E. J. A. Willemssen; B. M. Zonderhuis; P. M. M. Bossuyt; R. J. Swijnenburg; Å. A. Fretland; C. Verhoef; M. G. Besselink; J. Stoker; for the CAMINO Study Group
BMC Cancer, Vol 21, Iss 1, Pp 1-10 (2021)
Academic Journal
Ingrid M. Zandbergen; Amir H. Zamanipoor Najafabadi; Iris C. M. Pelsma; M. Elske van den Akker-van Marle; Peter H. L. T. Bisschop; H. D. Jeroen Boogaarts; Arianne C. van Bon; Bakhtyar Burhani; Saskia le Cessie; Olaf M. Dekkers; Madeleine L. Drent; Richard A. Feelders; Johan P. de Graaf; J. Hoogmoed; Kitty K. Kapiteijn; Melanie M. van der Klauw; Willy-Anne C. M. Nieuwlaat; Alberto M. Pereira; Aline M. E. Stades; Annenienke C. van de Ven; Iris M. M. J. Wakelkamp; Wouter R. van Furth; Nienke R. Biermasz; on behalf of the Dutch Prolactinoma Study Group
Trials, Vol 22, Iss 1, Pp 1-13 (2021)
Academic Journal
Antonelli G; Gastroenterology and Digestive Endoscopy Unit, Ospedale dei Castelli, Ariccia, Rome, Italy.; Libanio D; MEDCIDS, Faculty of Medicine, University of Porto, Porto, Portugal.; De Groof AJ; Department of Gastroenterology and Hepatology, Amsterdam University Medical Center, Amsterdam, The Netherlands.; van der Sommen F; Department of Electrical Engineering, VCA group, University of Technology, Eindhoven, The Netherlands.; Mascagni P; IHU Strasbourg, Strasbourg, France.; Fondazione Policlinico Universitario A. Gemelli IRCCS, Rome, Italy.; Sinonquel P; Department of Gastroenterology and Hepatology, UZ Leuven, Leuven, Belgium.; Department of Translational Research for Gastrointestinal Disorders (TARGID), KU Leuven, Leuven, Belgium.; Abdelrahim M; Royal Devon and Exeter Hospital, Exeter, UK.; Ahmad O; University College London, London, UK.; Berzin T; Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts, USA.; Bhandari P; Endoscopy Department, Portsmouth Hospitals University NHS Trust, Portsmouth, UK.; Bretthauer M; Clinical Effectiveness Research Group, University of Oslo, Oslo, Norway.; Coimbra M; INESC TEC, Faculdade de Ciências, University of Porto, Porto, Portugal.; Dekker E; Department of Gastroenterology and Hepatology, Amsterdam University Medical Center, Amsterdam, The Netherlands.; Ebigbo A; III Medizinische Klinik, UniversitatsKlinikum Augsburg, Augsburg, Germany.; Eelbode T; Department of Electrical Engineering (ESAT/PSI), Medical Imaging Research Center, KU Leuven, Leuven, Belgium.; Frazzoni L; Gastroenterology and Endoscopy Unit, Forlì-Cesena Hospitals, AUSL Romagna, Forlì, Italy.; Gross SA; Division of Gastroenterology and Hepatology, New York University Langone Health, New York, New York, USA.; Ishihara R; Osaka International Cancer Institute, Osaka, Japan.; Kaminski MF; Clinical Effectiveness Research Group, University of Oslo, Oslo, Norway.; Department of Gastroenterological Oncology, Maria Sklodowska-Curie Memorial Cancer Center and Institute of Oncology, Warsaw, Poland.; Medical Center for Postgraduate Education, Warsaw, Poland.; Messmann H; III Medizinische Klinik, UniversitatsKlinikum Augsburg, Augsburg, Germany.; Mori Y; Clinical Effectiveness Research Group, University of Oslo, Oslo, Norway.; Digestive Disease Center, Showa University Northern Yokohama Hospital, Yokohama, Japan.; Padoy N; IHU Strasbourg, Strasbourg, France.; Parasa S; Swedish Medical Center, Seattle, Washington, USA.; Pilonis ND; Clinical Effectiveness Research Group, University of Oslo, Oslo, Norway.; Department of Gastroenterological Oncology, Maria Sklodowska-Curie Memorial Cancer Center and Institute of Oncology, Warsaw, Poland.; Medical Center for Postgraduate Education, Warsaw, Poland.; Renna F; INESC TEC, Faculdade de Ciências, University of Porto, Porto, Portugal.; Repici A; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy.; Endoscopy Unit, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy.; Simsek C; Department of Gastroenterology, Hacettepe University, Ankara, Turkey.; Spadaccini M; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy.; Endoscopy Unit, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy.; Bisschops R; Department of Gastroenterology and Hepatology, UZ Leuven, Leuven, Belgium.; Department of Translational Research for Gastrointestinal Disorders (TARGID), KU Leuven, Leuven, Belgium.; Bergman JJGHM; Department of Gastroenterology and Hepatology, Amsterdam University Medical Center, Amsterdam, The Netherlands.; Hassan C; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy cesareh@hotmail.com.; Endoscopy Unit, Humanitas Clinical and Research Center - IRCCS, Rozzano, Italy.; Dinis Ribeiro M; MEDCIDS, Faculty of Medicine, University of Porto, Porto, Portugal.; RISE@CI-IPOP (Health Research Network), Porto Comprehensive Cancer Centre (Porto.CCC), Porto, Portugal.
Publisher: British Medical Assn Country of Publication: England NLM ID: 2985108R Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1468-3288 (Electronic) Linking ISSN: 00175749 NLM ISO Abbreviation: Gut Subsets: MEDLINE
Academic Journal
Dirk-Jan van Beek; Carolina R. C. Pieterman; Frank J. Wessels; Annenienke C. van de Ven; Wouter W. de Herder; Olaf M. Dekkers; Wouter T. Zandee; Madeleine L. Drent; Peter H. Bisschop; Bas Havekes; Inne H. M. Borel Rinkes; Menno R. Vriens; Gerlof D. Valk
Frontiers in Endocrinology, Vol 13 (2022)
Academic Journal
Pellisé M; Gastroenterology Department, Hospital Clinic de Barcelona, Barcelona, Spain.; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBEREHD), Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS).; Facultat de Medicina i Ciències de la Salud, Universitat de Barcelona (UB), Barcelona, Spain.; Ebigbo A; Department of Gastroenterology, University Hospital Augsburg, Augsburg, Germany.; van Herwaarden YJ; Department of Gastroenterology and Hepatology, Radboud University Hospital, Nijmegen, The Netherlands.; van Malenstein H; Department of Gastroenterology and Hepatology, University Hospital Leuven, Leuven, Belgium.; Papanikolaou IS; Hepatogastroenterology Unit, Second Department of Internal Medicine-Propaedeutic, Medical School, National and Kapodistrian University of Athens, Attikon University General Hospital, Athens, Greece.; Pawlak KM; Endoscopy Unit, Hospital of the Ministry of Interior and Administration Szczecin, Poland.; Voiosu AM; Gastroenterology Department, Colentina Clinical Hospital, Bucharest, Romania.; Carol Davila University of Medicine and Pharmacy, Bucharest, Romania.; Afify S; National Hepatology and Tropical Medicine Research Institute. Cairo, Egypt.; Alkandari A; Department of Gastroenterology, Al Jahra Hospital, Kuwait.; Araujo IK; Gastroenterology Department, Hospital Clinic de Barcelona, Barcelona, Spain.; Awadelkarim B; HPB Medicine, Freeman Hospital, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle-upon-Tyne, UK.; Benjaminov F; Department of Gastroenterology and Hepatology, Meir Medical Center, Tel Aviv University, Israel.; García Campos M; Department of Gastroenterology, University and Polytechnic La Fe Hospital, Valencia, Spain.; Sundaram S; Department of Gastroenterology, Tata Memorial Hospital, Homi Bhabha National Institute, Mumbai, India.; Triantafyllou K; Hepatogastroenterology Unit, Second Department of Internal Medicine-Propaedeutic, Medical School, National and Kapodistrian University of Athens, Attikon University General Hospital, Athens, Greece.; Second Academic Department of Gastroenterology, Medical School, National and Kapodistrian University of Athens, Greece.; Vlad A; Bihor County Emergency Clinical Hospital, University of Oradea, Romania.; Arvanitakis M; Department of Gastroenterology, Erasme University Hospital, Université Libre de Bruxelles, Brussels, Belgium.; Bisschops R; Department of Gastroenterology and Hepatology, University Hospitals Leuven, and TARGID, KU Leuven, Leuven, Belgium.; Hassan C; Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Italy.; Endoscopy Unit, Humanitas Clinical and Research Center-IRCCS, Rozzano, Italy.; Messmann H; Department of Gastroenterology, University Hospital Augsburg, Augsburg, Germany.; Gralnek IM; Institute of Gastroenterology and Hepatology, Emek Medical Center, Afula, Israel.; Rappaport Family Faculty of Medicine Technion Israel Institute of Technology, Haifa, Israel.
Publisher: Georg Thieme Verlag Country of Publication: Germany NLM ID: 0215166 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1438-8812 (Electronic) Linking ISSN: 0013726X NLM ISO Abbreviation: Endoscopy Subsets: MEDLINE
Academic Journal
Moawad AW; Trinity health Mid Atlantic Hosiptals, Darby, PA, USA.; Janas A; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.; Baid U; Division of Computational Pathology, Department of Pathology and Laboratory Medicine, School of Medicine, Indiana University, Indianapolis, IN, USA.; Ramakrishnan D; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.; Saluja R; Department of Electical and Computer Engineering, Cornell University and Cornell Tech, New York, NY, USA.; Department of Radiology, Weill Cornell Medicine, New York, NY, USA.; Ashraf N; ImagineQuant, Children's Hospital of Philadelphia, Philadelphia, PA, USA.; College of Medicine, Alfaisal University, Riyadh, Saudi Arabia.; Jekel L; DKFZ Division of Translational Neurooncology at the WTZ, German Cancer Consortium, DKTK Partner Site, University Hospital Essen, Essen, Germany.; Amiruddin R; ImagineQuant, Children's Hospital of Philadelphia, Philadelphia, PA, USA.; Adewole M; Medical Artificial Intelligence Lab, Crestview Radiology, Lagos, Nigeria.; Albrecht J; Sage Bionetworks, Seattle, WA, USA.; Anazodo U; Montreal Neurological Institute, McGill University, Montreal, Canada.; Medical Artificial Intelligence (MAI) lab, Crestview Radiology, Lagos, Nigeria.; Aneja S; Department of Therapeutic Radiology, Yale School of Medicine, New Haven, CT, USA.; Anwar SM; Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, Washington, D.C., USA.; Bergquist T; Department of Radiology, Mayo Clinic, Rochester, MN, USA.; Calabrese E; Department of Radiology, Duke University Medical Center, Durham, NC, USA.; Chiang V; Department of Neurosurgery, Yale School of Medicine, New Haven, CT, USA.; Chung V; Sage Bionetworks, Seattle, WA, USA.; Conte GMM; Department of Radiology, Mayo Clinic, Rochester, MN, USA.; Dako F; Center for Global Health, Perelman School of Medicine, University of Pennsylvania, PA, USA.; Eddy J; Sage Bionetworks, Seattle, WA, USA.; Ezhov I; Department of Informatics, Technical University Munich, Germany.; Familiar A; Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA.; Farahani K; Cancer Imaging Program, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.; Iglesias JE; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA, USA.; Jiang Z; Children's National Hospital, Washington, D.C., USA.; Johanson E; PrecisionFDA, U.S. Food and Drug Administration, Silver Spring, MD, USA.; Kazerooni AF; Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA.; Division of Neurosurgery, The Children's Hospital of Philadelphia, Philadelphia, PA, USA.; Center for Data-Driven Discovery in Biomedicine, The Children's Hospital of Philadelphia, Philadelphia, PA, USA.; Kofler F; Technische Universität München, Munich, Germany.; Krantchev K; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.; LaBella D; Department of Radiation Oncology, Duke University Medical Center, Durham, NC, USA.; Van Leemput K; Department of Applied Mathematics and Computer Science, Technical University of Denmark, Denmark.; Li HB; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA, USA.; Linguraru MG; Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, Washington, D.C., USA.; Departments of Radiology and Pediatrics, George Washington University School of Medicine and Health Sciences, Washington, D.C., USA.; Link KE; New York University School of Medicine, New York, NY, USA.; Liu X; Children's National Hospital, Washington, D.C., USA.; Maleki N; ImagineQuant, Children's Hospital of Philadelphia, Philadelphia, PA, USA.; Meier Z; Booz Allen Hamilton, McLean, VA, USA.; Menze BH; Biomedical Image Analysis & Machine Learning, Department of Quantitative Biomedicine, University of Zurich, Switzerland.; Moy H; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.; Osenberg K; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.; Piraud M; Helmholtz AI, Helmholtz Munich, Germany.; Reitman Z; Duke University School of Medicine, Durham, NC, USA.; Shinohara RT; Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania, Philadelphia, PA, USA.; Tahon NH; Radiology Department, University of Missouri, Columbia, MO, USA.; Nada A; Trinity health Mid Atlantic Hosiptals, Darby, PA, USA.; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.; Division of Computational Pathology, Department of Pathology and Laboratory Medicine, School of Medicine, Indiana University, Indianapolis, IN, USA.; Department of Electical and Computer Engineering, Cornell University and Cornell Tech, New York, NY, USA.; Department of Radiology, Weill Cornell Medicine, New York, NY, USA.; ImagineQuant, Children's Hospital of Philadelphia, Philadelphia, PA, USA.; College of Medicine, Alfaisal University, Riyadh, Saudi Arabia.; DKFZ Division of Translational Neurooncology at the WTZ, German Cancer Consortium, DKTK Partner Site, University Hospital Essen, Essen, Germany.; Medical Artificial Intelligence Lab, Crestview Radiology, Lagos, Nigeria.; Sage Bionetworks, Seattle, WA, USA.; Montreal Neurological Institute, McGill University, Montreal, Canada.; Medical Artificial Intelligence (MAI) lab, Crestview Radiology, Lagos, Nigeria.; Department of Therapeutic Radiology, Yale School of Medicine, New Haven, CT, USA.; Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, Washington, D.C., USA.; Department of Radiology, Mayo Clinic, Rochester, MN, USA.; Department of Radiology, Duke University Medical Center, Durham, NC, USA.; Department of Neurosurgery, Yale School of Medicine, New Haven, CT, USA.; Center for Global Health, Perelman School of Medicine, University of Pennsylvania, PA, USA.; Department of Informatics, Technical University Munich, Germany.; Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA.; Cancer Imaging Program, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA, USA.; Children's National Hospital, Washington, D.C., USA.; PrecisionFDA, U.S. Food and Drug Administration, Silver Spring, MD, USA.; Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA.; Division of Neurosurgery, The Children's Hospital of Philadelphia, Philadelphia, PA, USA.; Center for Data-Driven Discovery in Biomedicine, The Children's Hospital of Philadelphia, Philadelphia, PA, USA.; Technische Universität München, Munich, Germany.; Department of Radiation Oncology, Duke University Medical Center, Durham, NC, USA.; Department of Applied Mathematics and Computer Science, Technical University of Denmark, Denmark.; Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, Washington, D.C., USA.; Departments of Radiology and Pediatrics, George Washington University School of Medicine and Health Sciences, Washington, D.C., USA.; New York University School of Medicine, New York, NY, USA.; Booz Allen Hamilton, McLean, VA, USA.; Biomedical Image Analysis & Machine Learning, Department of Quantitative Biomedicine, University of Zurich, Switzerland.; Helmholtz AI, Helmholtz Munich, Germany.; Duke University School of Medicine, Durham, NC, USA.; Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania, Philadelphia, PA, USA.; Radiology Department, University of Missouri, Columbia, MO, USA.; Northwestern University, Department of Radiology, Feinberg School of Medicine, Chicago, IL, USA.; Department of Neuroradiology, Technical University of Munich, Munich, Germany.; Department of Radiology and Imaging Sciences, Indiana University, Indianapolis, IN, USA.; Visage Imaging, GmbH, Berlin, Germany.; Department of Electrical and Systems Engineering, Washington University in St. Louis, St. Louis, MO, USA.; GE HealthCare, San Ramon, CA, USA.; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA.; Visage Imaging, Inc, San Diego, CA, USA.; University of Missouri, Columbia, MO, USA.; Institute for Informatics, Data Science & Biostatistics, Washington University School of Medicine, St. Louis, MO, USA.; Cairo University, Cairo, Egypt.; Duke University Medical Center, Durham, NC, USA.; Department of Radiology and Biomedical Imaging, University of California San Francisco, CA, USA.; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.; Department of Radiology, Mayo Clinic, Phoenix, AZ, USA.; Neuroradiology Section, Mallinckrodt Institute of Radiology at Washington University in St. Louis, St. Louis, MO, USA.; Loyola University Medical Center, Hines, IL, USA.; Department of Radiology, Queen's University, Kingston, ON, Canada.; Department of Radiology, University of Iowa Hospitals and Clinics, Iowa City, IA, USA.; Children's healthcare of Atlanta, GA, USA.; Carolina Radiology Associates, Myrtle Beach, SC, USA.; McLeod Regional Medical Center, Florence, SC, USA.; Medical University of South Carolina, Charleston, SC, USA.; University of Arkansas medical center, Little Rock, AR, USA.; NorthShore Endeavor Health, Evanston, IL, USA.; Department of Imaging and Interventional Radiology, The Chinese University of Hong Kong, Hong Kong SAR.; Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, United Kingdom.; Department of Clinical Neurosciences, NHS Lothian, Edinburgh, United Kingdom.; Department of Radiology, University of Washington, Seattle, WA, USA.; Department of Radiology, Ohio State University College of medicine, Columbus, OH, USA.; Albert Einstein Medical Center, Hartford, CT, USA.; Amsterdam UMC, location Vrije Universiteir, the Netherlands.; University College London, United Kingdom.; Hospital Italiano de Buenos Aires, Buenos Aires, Argentina.; Department of Radiology and Medical Imaging, University of Virginia, Charlottesville, Virginia, USA.; Klinikum Hochrhein, Waldshut-Tiengen, Germany.; Centro Universitario Euro-Americana (UNIEURO), Brasília, DF, Brazil.; Department of Radiology, University of Texas Southwestern Medical Center, Dallas, TX, USA.; Southern District Health Board, Dunedin, New Zealand.; Department of Radiology, Houston Methodist, Houston, TX, USA.; University of Tennessee medical Center, Knoxville, TN, USA.; Mayo Clinic, Department of Radiology, Section of Neuroradiology, Phoenix, AZ, USA.; Department of Radiology, Stanford University, Stanford, CA, USA.; Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, the Netherlands.; Mental Health and Neuroscience research institute, Maastricht University, Maastricht, the Netherlands.; Department of Radiology and Medical Imaging, University of Virginia, Charlottesville, VA, USA.; Department of Radiology, University of Northwestern, Chicago, IL, USA.; Centre Hospitalier de l'Universite de Montreal and Centre de Recherche du CHUM Montreal, Canada.; Department of Neuroradiology, MD Anderson Cancer Center, Houston, TX, USA.; Departments of Neuroradiology & Biomedical Informatics, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.; Department of Diagnostic and Interventional Radiology, SickKids Hospital, University of Toronto, Canada.; Department of Radiology, Baylor College of medicine, Houston, TX, USA.; Department of Radiology, New Jersey Medical school, Newark, NJ, USA.; Department of Radiology, AZ Monica, Antwerp Area, Belgium.; Medicolegal Imaging Experts LLC, Mercer Island, WA, USA.; Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.; Memorial Sloan Kettering Cancer Center, New York, NY, USA.; Weill Cornell Medical College, New York, NY, USA.; MedStar Georgetown University Hospital, Washington, D.C., USA.; Department of Radiology, St.Elizabeth's Medical Center, Boston, MA, USA.; Department of Radiology, Tufts University School of Medicine, Boston, MA, USA.; Walter Reed National Military Medical Center, Bethesda, MD, USA.; Keck School of medicine, Los Angeles, CA, USA.; Lahey Health Home, Burlington, MA, USA.; University of Alabama, Birmingham, AL, USA.; Department of Radiology, University of North Carolina School of Medicine, Chapel Hill, NC, USA.; Department of Radiology and Imaging Sciences, Emory University, Atlanta, GA, USA.; University of Nebraska Medical Center, Omaha, NE, USA.; George Washington University, Washington, D.C., USA.; Northwell Health, Zucker Hofstra School of Medicine at Northwell, North Shore University Hospital, Hempstead, New York, NY, USA.; Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands.; Ludwig Maximilians University Munich, München, Germany.; Faculty of Medicine, Jena University Hospital, Friedrich Schiller University Jena, Jena, Germany.; Department of Radiology, Ain Shams University, Cairo, Egypt.; Department of Radiology, Ain Shams University, Cairo - Egypt.; University of Ioannina School of Medicine, Ioannina, Greece.; University of Hamburg, Hamburg, Germany.; Radiology Department, Memorial Sloan Kettering Cancer Center, New York City, NY, USA.; Iran University of Medical sciences, Tehran, Iran.; Columbia University Irving Medical Center, New York, NY, USA.; Department of Diagnostic and Interventional Radiology, University Hospital Ulm, Ulm, Germany.; Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.; TUM-Neuroimaging Center, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.; Medical School, University of Ioannina, Ioannina, Greece.; Department of Radiology, Arad Hospital, Tehran, Iran.; Faculty of Medicine, Medical University - Sofia, Sofia, Bulgaria.; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.; Department of Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Functional and Interventional Neuroradiology Unit, Bambino Gesù Children's Hospital, Rome, Italy.; Institute of Neuroscience and Medicine (INM-4), Research Center Juelich, Juelich, Germany.; Department of Nuclear Medicine, University Hospital RWTH Aachen, Aachen, Germany.; Mathematical Oncology Laboratory & Department of Mathematics, University of Castilla-La Mancha, Spain.; Department of Radiation Oncology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.; Charité-Universitätsmedizin Berlin (Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health), Berlin, Germany.; Department of Neuroradiology, Western Lisbon Hospital Centre (CHLO), Portugal.; Cairo University, Cairo, Egypt.; Zagazig University, Zagazig, Egypt.; Diagnostic Radiology Department, Wayne State University, Detroit, MI.; Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland.; Faculty of Medicine, Guilan University of Medical Sciences, Rasht, Iran.; Department of Radiology/Division of Neuroradiology, San Diego Veterans Administration Medical Center/UC San Diego Health System, San Diego, CA, USA.; Department of Radiology, University of Calgary, Calgary, Canada.; EDU Institute of Higher Education, Villa Bighi, Chaplain's House, Kalkara, Malta.; Bay Imaging Consultants, Walnut Creek, CA, USA.; Ross University School of Medicine, Bridgetown, Barbados.; Department of Radiology, Cairo University, Cairo, Egypt.; Department of Radiology, Mayo clinic, Rochester, MN, USA.; Department of Neurosurgery, Vivantes Klinikum Neukölln, Berlin, Germany.; Mercy Catholic Medical Center, Darby, PA, USA.; C.M.H. Lahore Medical College, Lahore, Pakistan.; Neuroradiology Department, Pedro Hispano Hospital, Matosinhos, Portugal.; Department of Radiology, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark.; Department of Radiology, Baylor College of Medicine, Houston, TX, USA.; Department of Radiology, University of Iowa Hospital and Clinics, Iowa City, IA, USA.; National and Kapodistrian University of Athens, School of Medicine, Athens, Greece.; Department of Neurosurgery, University Hospital of Ioannina, Ioannina, Greece.; Department of Diagnostic and Interventional Radiology, Cairo University, Cairo, Egypt.; Department of Radiology, Brigham and Women's Hospital, Massachusetts General Hospital, Boston, MA, USA.; Department of Neuroradiology, Universidad Autónoma de Nuevo León, México.; Department of Radiological Sciences, University of California Los Angeles, Los Angeles, CA, USA.; Gold Coast University Hospital, Queensland Health, Australia.; Department of Radiology Manchester NHS Foundation Trust, North West School of Radiology, Manchester, United Kingdom.; Artificial Intelligence Lab, Department of Radiology, Mayo Clinic, Rochester, MN, USA.; Department of Radiology, MD Anderson Cancer Center, Houston, TX, USA.; Corewell Health West, MI, USA.; Department of Radiodiagnosis, All India Institute of Medical Sciences Rishikesh, India.; Windsor Regional Hospital, Western University, Ontario, Canada.; Artificial Intelligence & Informatics, Mayo Clinic, Rochester, MN, USA.; Department of Radiology, University of Pennsylvania, PA, USA.; Department of Radiology, Life Care Hospital, Freetown, Sierra Leone.; Department of Medicine and Surgery, Università degli Studi di Perugia, Italy.; Department of Neuroradiology, Imperial College Healthcare NHS Trust, London, United Kingdom.; Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA.; Department of Radiology, Michigan Medicine, Ann Arbor, MI, USA.; Department of Radiology, University of Vermont Medical Center, Burlington, VT, USA.; Isfahan University of Medical Sciences, Isfahan, Iran.; Department of Radiology, The American British Cowdray Medical Center, Mexico City, Mexico.; Rush University Medical Center, Chicago, IL, USA.; Department of NeuroRadiology, Rockefeller Neuroscience Institute, West Virginia University. Morgantown, WV, USA.; Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom.; University of Cagliari, School of Medicine and Surgery, Cagliari, Italy.; Department of Radiology, University of Arkansas for Medical Sciences, Little Rock, AR, USA.; Washington University School of Medicine in St. Louis, St. Louis, MO, USA.; Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.; MLCommons, San Francisco, CA, USA.; Factored, Palo Alto, CA, USA.; Center For Federated Learning in Medicine, Indiana University, Indianapolis, IN, USA.; Medical Working Group, MLCommons, San Fransisco, CA, USA.; Intel/MLCommons, Hillsboro, OR, USA.; Department of Radiology and Imaging Sciences, School of Medicine, Indiana University, Indianapolis, IN, USA.; Department of Neurological Surgery, School of Medicine, Indiana University, Indianapolis, IN, USA.; Department of Radiology, University of California San Diego, CA, USA.; Department of Radiology, Scripps Clinic Medical Group, CA, USA.; Velichko YS; Northwestern University, Department of Radiology, Feinberg School of Medicine, Chicago, IL, USA.; Wang C; Duke University School of Medicine, Durham, NC, USA.; Wiestler B; Department of Neuroradiology, Technical University of Munich, Munich, Germany.; Wiggins W; Duke University School of Medicine, Durham, NC, USA.; Shafique U; Department of Radiology and Imaging Sciences, Indiana University, Indianapolis, IN, USA.; Willms K; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.; Avesta A; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.; Bousabarah K; Visage Imaging, GmbH, Berlin, Germany.; Chakrabarty S; Department of Electrical and Systems Engineering, Washington University in St. Louis, St. Louis, MO, USA.; GE HealthCare, San Ramon, CA, USA.; Gennaro N; Northwestern University, Department of Radiology, Feinberg School of Medicine, Chicago, IL, USA.; Holler W; Visage Imaging, GmbH, Berlin, Germany.; Kaur M; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.; LaMontagne P; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA.; Lin M; Visage Imaging, Inc, San Diego, CA, USA.; Lost J; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.; Marcus DS; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA.; Maresca R; Department of Therapeutic Radiology, Yale School of Medicine, New Haven, CT, USA.; Merkaj S; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.; Nada A; University of Missouri, Columbia, MO, USA.; Pedersen GC; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.; von Reppert M; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.; Sotiras A; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA.; Institute for Informatics, Data Science & Biostatistics, Washington University School of Medicine, St. Louis, MO, USA.; Teytelboym O; Trinity health Mid Atlantic Hosiptals, Darby, PA, USA.; Tillmans N; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.; Westerhoff M; Visage Imaging, GmbH, Berlin, Germany.; Youssef A; Cairo University, Cairo, Egypt.; Godfrey D; Duke University Medical Center, Durham, NC, USA.; Floyd S; Duke University Medical Center, Durham, NC, USA.; Rauschecker A; Department of Radiology and Biomedical Imaging, University of California San Francisco, CA, USA.; Villanueva-Meyer J; Department of Radiology and Biomedical Imaging, University of California San Francisco, CA, USA.; Pflüger I; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.; Cho J; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.; Bendszus M; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.; Brugnara G; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.; Cramer J; Department of Radiology, Mayo Clinic, Phoenix, AZ, USA.; Perez-Carillo GJG; Neuroradiology Section, Mallinckrodt Institute of Radiology at Washington University in St. Louis, St. Louis, MO, USA.; Johnson DR; Department of Radiology, Mayo Clinic, Rochester, MN, USA.; Kam A; Loyola University Medical Center, Hines, IL, USA.; Kwan BYM; Department of Radiology, Queen's University, Kingston, ON, Canada.; Lai L; Department of Radiology, University of Iowa Hospitals and Clinics, Iowa City, IA, USA.; Lall NU; Children's healthcare of Atlanta, GA, USA.; Memon F; Carolina Radiology Associates, Myrtle Beach, SC, USA.; McLeod Regional Medical Center, Florence, SC, USA.; Medical University of South Carolina, Charleston, SC, USA.; Patro SN; University of Arkansas medical center, Little Rock, AR, USA.; Petrovic B; NorthShore Endeavor Health, Evanston, IL, USA.; So TY; Department of Imaging and Interventional Radiology, The Chinese University of Hong Kong, Hong Kong SAR.; Thompson G; Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, United Kingdom.; Department of Clinical Neurosciences, NHS Lothian, Edinburgh, United Kingdom.; Wu L; Department of Radiology, University of Washington, Seattle, WA, USA.; Schrickel EB; Department of Radiology, Ohio State University College of medicine, Columbus, OH, USA.; Bansal A; Albert Einstein Medical Center, Hartford, CT, USA.; Barkhof F; Amsterdam UMC, location Vrije Universiteir, the Netherlands.; University College London, United Kingdom.; Besada C; Hospital Italiano de Buenos Aires, Buenos Aires, Argentina.; Chu S; Department of Radiology, University of Washington, Seattle, WA, USA.; Druzgal J; Department of Radiology and Medical Imaging, University of Virginia, Charlottesville, Virginia, USA.; Dusoi A; Klinikum Hochrhein, Waldshut-Tiengen, Germany.; Farage L; Centro Universitario Euro-Americana (UNIEURO), Brasília, DF, Brazil.; Feltrin F; Department of Radiology, University of Texas Southwestern Medical Center, Dallas, TX, USA.; Fong A; Southern District Health Board, Dunedin, New Zealand.; Fung SH; Department of Radiology, Houston Methodist, Houston, TX, USA.; Gray RI; University of Tennessee medical Center, Knoxville, TN, USA.; Ikuta I; Mayo Clinic, Department of Radiology, Section of Neuroradiology, Phoenix, AZ, USA.; Iv M; Department of Radiology, Stanford University, Stanford, CA, USA.; Postma AA; Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, the Netherlands.; Mental Health and Neuroscience research institute, Maastricht University, Maastricht, the Netherlands.; Mahajan A; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.; Joyner D; Department of Radiology and Medical Imaging, University of Virginia, Charlottesville, VA, USA.; Krumpelman C; Department of Radiology, University of Northwestern, Chicago, IL, USA.; Letourneau-Guillon L; Centre Hospitalier de l'Universite de Montreal and Centre de Recherche du CHUM Montreal, Canada.; Lincoln CM; Department of Neuroradiology, MD Anderson Cancer Center, Houston, TX, USA.; Maros ME; Departments of Neuroradiology & Biomedical Informatics, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.; Miller E; Department of Diagnostic and Interventional Radiology, SickKids Hospital, University of Toronto, Canada.; Morón F; Department of Radiology, Baylor College of medicine, Houston, TX, USA.; Nimchinsky EA; Department of Radiology, New Jersey Medical school, Newark, NJ, USA.; Ozsarlak O; Department of Radiology, AZ Monica, Antwerp Area, Belgium.; Patel U; Medicolegal Imaging Experts LLC, Mercer Island, WA, USA.; Rohatgi S; Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.; Saha A; Memorial Sloan Kettering Cancer Center, New York, NY, USA.; Weill Cornell Medical College, New York, NY, USA.; Sayah A; MedStar Georgetown University Hospital, Washington, D.C., USA.; Schwartz ED; Department of Radiology, St.Elizabeth's Medical Center, Boston, MA, USA.; Department of Radiology, Tufts University School of Medicine, Boston, MA, USA.; Shih R; Walter Reed National Military Medical Center, Bethesda, MD, USA.; Shiroishi MS; Keck School of medicine, Los Angeles, CA, USA.; Small JE; Lahey Health Home, Burlington, MA, USA.; Tanwar M; University of Alabama, Birmingham, AL, USA.; Valerie J; Department of Radiology, University of North Carolina School of Medicine, Chapel Hill, NC, USA.; Weinberg BD; Department of Radiology and Imaging Sciences, Emory University, Atlanta, GA, USA.; White ML; University of Nebraska Medical Center, Omaha, NE, USA.; Young R; George Washington University, Washington, D.C., USA.; Zohrabian VM; Northwell Health, Zucker Hofstra School of Medicine at Northwell, North Shore University Hospital, Hempstead, New York, NY, USA.; Azizova A; Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands.; Brüßeler MMT; Ludwig Maximilians University Munich, München, Germany.; Fehringer P; Faculty of Medicine, Jena University Hospital, Friedrich Schiller University Jena, Jena, Germany.; Ghonim M; Department of Radiology, Ain Shams University, Cairo, Egypt.; Ghonim M; Department of Radiology, Ain Shams University, Cairo - Egypt.; Gkampenis A; University of Ioannina School of Medicine, Ioannina, Greece.; Okar A; University of Hamburg, Hamburg, Germany.; Pasquini L; Radiology Department, Memorial Sloan Kettering Cancer Center, New York City, NY, USA.; Sharifi Y; Iran University of Medical sciences, Tehran, Iran.; Singh G; Columbia University Irving Medical Center, New York, NY, USA.; Sollmann N; Department of Diagnostic and Interventional Radiology, University Hospital Ulm, Ulm, Germany.; Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.; TUM-Neuroimaging Center, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.; Soumala T; Medical School, University of Ioannina, Ioannina, Greece.; Taherzadeh M; Department of Radiology, Arad Hospital, Tehran, Iran.; Yordanov N; Faculty of Medicine, Medical University - Sofia, Sofia, Bulgaria.; Vollmuth P; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.; Department of Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Foltyn-Dumitru M; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.; Malhotra A; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.; Abayazeed AH; Department of Radiology, Stanford University, Stanford, CA, USA.; Dellepiane F; Functional and Interventional Neuroradiology Unit, Bambino Gesù Children's Hospital, Rome, Italy.; Lohmann P; Institute of Neuroscience and Medicine (INM-4), Research Center Juelich, Juelich, Germany.; Department of Nuclear Medicine, University Hospital RWTH Aachen, Aachen, Germany.; Pérez-García VM; Mathematical Oncology Laboratory & Department of Mathematics, University of Castilla-La Mancha, Spain.; Elhalawani H; Department of Radiation Oncology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.; Al-Rubaiey S; Charité-Universitätsmedizin Berlin (Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health), Berlin, Germany.; Armindo RD; Department of Neuroradiology, Western Lisbon Hospital Centre (CHLO), Portugal.; Ashraf K; Cairo University, Cairo, Egypt.; Asla MM; Zagazig University, Zagazig, Egypt.; Badawy M; Diagnostic Radiology Department, Wayne State University, Detroit, MI.; Bisschop J; Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland.; Lomer NB; Faculty of Medicine, Guilan University of Medical Sciences, Rasht, Iran.; Bukatz J; Charité-Universitätsmedizin Berlin (Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health), Berlin, Germany.; Chen J; Department of Radiology/Division of Neuroradiology, San Diego Veterans Administration Medical Center/UC San Diego Health System, San Diego, CA, USA.; Cimflova P; Department of Radiology, University of Calgary, Calgary, Canada.; Corr F; EDU Institute of Higher Education, Villa Bighi, Chaplain's House, Kalkara, Malta.; Crawley A; Bay Imaging Consultants, Walnut Creek, CA, USA.; Deptula L; Ross University School of Medicine, Bridgetown, Barbados.; Elakhdar T; Cairo University, Cairo, Egypt.; Shawali IH; Department of Radiology, Cairo University, Cairo, Egypt.; Faghani S; Department of Radiology, Mayo clinic, Rochester, MN, USA.; Frick A; Department of Neurosurgery, Vivantes Klinikum Neukölln, Berlin, Germany.; Gulati V; Mercy Catholic Medical Center, Darby, PA, USA.; Haider MA; C.M.H. Lahore Medical College, Lahore, Pakistan.; Hierro F; Neuroradiology Department, Pedro Hispano Hospital, Matosinhos, Portugal.; Dahl RH; Department of Radiology, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark.; Jacobs SM; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.; Hsieh KJ; Department of Radiology, Baylor College of Medicine, Houston, TX, USA.; Kandemirli SG; Department of Radiology, University of Iowa Hospital and Clinics, Iowa City, IA, USA.; Kersting K; Charité-Universitätsmedizin Berlin (Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health), Berlin, Germany.; Kida L; Charité-Universitätsmedizin Berlin (Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health), Berlin, Germany.; Kollia S; National and Kapodistrian University of Athens, School of Medicine, Athens, Greece.; Koukoulithras I; Department of Neurosurgery, University Hospital of Ioannina, Ioannina, Greece.; Li X; Department of Radiology and Imaging Sciences, Emory University, Atlanta, GA, USA.; Abouelatta A; Department of Diagnostic and Interventional Radiology, Cairo University, Cairo, Egypt.; Mansour A; Cairo University, Cairo, Egypt.; Maria-Zamfirescu RC; Charité-Universitätsmedizin Berlin (Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health), Berlin, Germany.; Marsiglia M; Department of Radiology, Brigham and Women's Hospital, Massachusetts General Hospital, Boston, MA, USA.; Mateo-Camacho YS; Department of Neuroradiology, Universidad Autónoma de Nuevo León, México.; McArthur M; Department of Radiological Sciences, University of California Los Angeles, Los Angeles, CA, USA.; McDonnell O; Gold Coast University Hospital, Queensland Health, Australia.; McHugh M; Department of Radiology Manchester NHS Foundation Trust, North West School of Radiology, Manchester, United Kingdom.; Moassefi M; Artificial Intelligence Lab, Department of Radiology, Mayo Clinic, Rochester, MN, USA.; Morsi SM; Department of Radiology, MD Anderson Cancer Center, Houston, TX, USA.; Muntenu A; Corewell Health West, MI, USA.; Nandolia KK; Department of Radiodiagnosis, All India Institute of Medical Sciences Rishikesh, India.; Naqvi SR; Windsor Regional Hospital, Western University, Ontario, Canada.; Nikanpour Y; Artificial Intelligence & Informatics, Mayo Clinic, Rochester, MN, USA.; Alnoury M; Department of Radiology, University of Pennsylvania, PA, USA.; Nouh AMA; Department of Radiology, Life Care Hospital, Freetown, Sierra Leone.; Pappafava F; Department of Medicine and Surgery, Università degli Studi di Perugia, Italy.; Patel MD; Department of Neuroradiology, Imperial College Healthcare NHS Trust, London, United Kingdom.; Petrucci S; Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA.; Rawie E; Department of Radiology, Michigan Medicine, Ann Arbor, MI, USA.; Raymond S; Department of Radiology, University of Vermont Medical Center, Burlington, VT, USA.; Roohani B; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.; Sabouhi S; Isfahan University of Medical Sciences, Isfahan, Iran.; Sanchez-Garcia LM; Department of Radiology, The American British Cowdray Medical Center, Mexico City, Mexico.; Shaked Z; Charité-Universitätsmedizin Berlin (Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health), Berlin, Germany.; Suthar PP; Rush University Medical Center, Chicago, IL, USA.; Altes T; Radiology Department, University of Missouri, Columbia, MO, USA.; Isufi E; Trinity health Mid Atlantic Hosiptals, Darby, PA, USA.; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.; Division of Computational Pathology, Department of Pathology and Laboratory Medicine, School of Medicine, Indiana University, Indianapolis, IN, USA.; Department of Electical and Computer Engineering, Cornell University and Cornell Tech, New York, NY, USA.; Department of Radiology, Weill Cornell Medicine, New York, NY, USA.; ImagineQuant, Children's Hospital of Philadelphia, Philadelphia, PA, USA.; College of Medicine, Alfaisal University, Riyadh, Saudi Arabia.; DKFZ Division of Translational Neurooncology at the WTZ, German Cancer Consortium, DKTK Partner Site, University Hospital Essen, Essen, Germany.; Medical Artificial Intelligence Lab, Crestview Radiology, Lagos, Nigeria.; Sage Bionetworks, Seattle, WA, USA.; Montreal Neurological Institute, McGill University, Montreal, Canada.; Medical Artificial Intelligence (MAI) lab, Crestview Radiology, Lagos, Nigeria.; Department of Therapeutic Radiology, Yale School of Medicine, New Haven, CT, USA.; Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, Washington, D.C., USA.; Department of Radiology, Mayo Clinic, Rochester, MN, USA.; Department of Radiology, Duke University Medical Center, Durham, NC, USA.; Department of Neurosurgery, Yale School of Medicine, New Haven, CT, USA.; Center for Global Health, Perelman School of Medicine, University of Pennsylvania, PA, USA.; Department of Informatics, Technical University Munich, Germany.; Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA.; Cancer Imaging Program, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA, USA.; Children's National Hospital, Washington, D.C., USA.; PrecisionFDA, U.S. Food and Drug Administration, Silver Spring, MD, USA.; Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA.; Division of Neurosurgery, The Children's Hospital of Philadelphia, Philadelphia, PA, USA.; Center for Data-Driven Discovery in Biomedicine, The Children's Hospital of Philadelphia, Philadelphia, PA, USA.; Technische Universität München, Munich, Germany.; Department of Radiation Oncology, Duke University Medical Center, Durham, NC, USA.; Department of Applied Mathematics and Computer Science, Technical University of Denmark, Denmark.; Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, Washington, D.C., USA.; Departments of Radiology and Pediatrics, George Washington University School of Medicine and Health Sciences, Washington, D.C., USA.; New York University School of Medicine, New York, NY, USA.; Booz Allen Hamilton, McLean, VA, USA.; Biomedical Image Analysis & Machine Learning, Department of Quantitative Biomedicine, University of Zurich, Switzerland.; Helmholtz AI, Helmholtz Munich, Germany.; Duke University School of Medicine, Durham, NC, USA.; Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania, Philadelphia, PA, USA.; Radiology Department, University of Missouri, Columbia, MO, USA.; Northwestern University, Department of Radiology, Feinberg School of Medicine, Chicago, IL, USA.; Department of Neuroradiology, Technical University of Munich, Munich, Germany.; Department of Radiology and Imaging Sciences, Indiana University, Indianapolis, IN, USA.; Visage Imaging, GmbH, Berlin, Germany.; Department of Electrical and Systems Engineering, Washington University in St. Louis, St. Louis, MO, USA.; GE HealthCare, San Ramon, CA, USA.; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA.; Visage Imaging, Inc, San Diego, CA, USA.; University of Missouri, Columbia, MO, USA.; Institute for Informatics, Data Science & Biostatistics, Washington University School of Medicine, St. Louis, MO, USA.; Cairo University, Cairo, Egypt.; Duke University Medical Center, Durham, NC, USA.; Department of Radiology and Biomedical Imaging, University of California San Francisco, CA, USA.; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.; Department of Radiology, Mayo Clinic, Phoenix, AZ, USA.; Neuroradiology Section, Mallinckrodt Institute of Radiology at Washington University in St. Louis, St. Louis, MO, USA.; Loyola University Medical Center, Hines, IL, USA.; Department of Radiology, Queen's University, Kingston, ON, Canada.; Department of Radiology, University of Iowa Hospitals and Clinics, Iowa City, IA, USA.; Children's healthcare of Atlanta, GA, USA.; Carolina Radiology Associates, Myrtle Beach, SC, USA.; McLeod Regional Medical Center, Florence, SC, USA.; Medical University of South Carolina, Charleston, SC, USA.; University of Arkansas medical center, Little Rock, AR, USA.; NorthShore Endeavor Health, Evanston, IL, USA.; Department of Imaging and Interventional Radiology, The Chinese University of Hong Kong, Hong Kong SAR.; Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, United Kingdom.; Department of Clinical Neurosciences, NHS Lothian, Edinburgh, United Kingdom.; Department of Radiology, University of Washington, Seattle, WA, USA.; Department of Radiology, Ohio State University College of medicine, Columbus, OH, USA.; Albert Einstein Medical Center, Hartford, CT, USA.; Amsterdam UMC, location Vrije Universiteir, the Netherlands.; University College London, United Kingdom.; Hospital Italiano de Buenos Aires, Buenos Aires, Argentina.; Department of Radiology and Medical Imaging, University of Virginia, Charlottesville, Virginia, USA.; Klinikum Hochrhein, Waldshut-Tiengen, Germany.; Centro Universitario Euro-Americana (UNIEURO), Brasília, DF, Brazil.; Department of Radiology, University of Texas Southwestern Medical Center, Dallas, TX, USA.; Southern District Health Board, Dunedin, New Zealand.; Department of Radiology, Houston Methodist, Houston, TX, USA.; University of Tennessee medical Center, Knoxville, TN, USA.; Mayo Clinic, Department of Radiology, Section of Neuroradiology, Phoenix, AZ, USA.; Department of Radiology, Stanford University, Stanford, CA, USA.; Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, the Netherlands.; Mental Health and Neuroscience research institute, Maastricht University, Maastricht, the Netherlands.; Department of Radiology and Medical Imaging, University of Virginia, Charlottesville, VA, USA.; Department of Radiology, University of Northwestern, Chicago, IL, USA.; Centre Hospitalier de l'Universite de Montreal and Centre de Recherche du CHUM Montreal, Canada.; Department of Neuroradiology, MD Anderson Cancer Center, Houston, TX, USA.; Departments of Neuroradiology & Biomedical Informatics, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.; Department of Diagnostic and Interventional Radiology, SickKids Hospital, University of Toronto, Canada.; Department of Radiology, Baylor College of medicine, Houston, TX, USA.; Department of Radiology, New Jersey Medical school, Newark, NJ, USA.; Department of Radiology, AZ Monica, Antwerp Area, Belgium.; Medicolegal Imaging Experts LLC, Mercer Island, WA, USA.; Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.; Memorial Sloan Kettering Cancer Center, New York, NY, USA.; Weill Cornell Medical College, New York, NY, USA.; MedStar Georgetown University Hospital, Washington, D.C., USA.; Department of Radiology, St.Elizabeth's Medical Center, Boston, MA, USA.; Department of Radiology, Tufts University School of Medicine, Boston, MA, USA.; Walter Reed National Military Medical Center, Bethesda, MD, USA.; Keck School of medicine, Los Angeles, CA, USA.; Lahey Health Home, Burlington, MA, USA.; University of Alabama, Birmingham, AL, USA.; Department of Radiology, University of North Carolina School of Medicine, Chapel Hill, NC, USA.; Department of Radiology and Imaging Sciences, Emory University, Atlanta, GA, USA.; University of Nebraska Medical Center, Omaha, NE, USA.; George Washington University, Washington, D.C., USA.; Northwell Health, Zucker Hofstra School of Medicine at Northwell, North Shore University Hospital, Hempstead, New York, NY, USA.; Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands.; Ludwig Maximilians University Munich, München, Germany.; Faculty of Medicine, Jena University Hospital, Friedrich Schiller University Jena, Jena, Germany.; Department of Radiology, Ain Shams University, Cairo, Egypt.; Department of Radiology, Ain Shams University, Cairo - Egypt.; University of Ioannina School of Medicine, Ioannina, Greece.; University of Hamburg, Hamburg, Germany.; Radiology Department, Memorial Sloan Kettering Cancer Center, New York City, NY, USA.; Iran University of Medical sciences, Tehran, Iran.; Columbia University Irving Medical Center, New York, NY, USA.; Department of Diagnostic and Interventional Radiology, University Hospital Ulm, Ulm, Germany.; Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.; TUM-Neuroimaging Center, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.; Medical School, University of Ioannina, Ioannina, Greece.; Department of Radiology, Arad Hospital, Tehran, Iran.; Faculty of Medicine, Medical University - Sofia, Sofia, Bulgaria.; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.; Department of Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Functional and Interventional Neuroradiology Unit, Bambino Gesù Children's Hospital, Rome, Italy.; Institute of Neuroscience and Medicine (INM-4), Research Center Juelich, Juelich, Germany.; Department of Nuclear Medicine, University Hospital RWTH Aachen, Aachen, Germany.; Mathematical Oncology Laboratory & Department of Mathematics, University of Castilla-La Mancha, Spain.; Department of Radiation Oncology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.; Charité-Universitätsmedizin Berlin (Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health), Berlin, Germany.; Department of Neuroradiology, Western Lisbon Hospital Centre (CHLO), Portugal.; Cairo University, Cairo, Egypt.; Zagazig University, Zagazig, Egypt.; Diagnostic Radiology Department, Wayne State University, Detroit, MI.; Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland.; Faculty of Medicine, Guilan University of Medical Sciences, Rasht, Iran.; Department of Radiology/Division of Neuroradiology, San Diego Veterans Administration Medical Center/UC San Diego Health System, San Diego, CA, USA.; Department of Radiology, University of Calgary, Calgary, Canada.; EDU Institute of Higher Education, Villa Bighi, Chaplain's House, Kalkara, Malta.; Bay Imaging Consultants, Walnut Creek, CA, USA.; Ross University School of Medicine, Bridgetown, Barbados.; Department of Radiology, Cairo University, Cairo, Egypt.; Department of Radiology, Mayo clinic, Rochester, MN, USA.; Department of Neurosurgery, Vivantes Klinikum Neukölln, Berlin, Germany.; Mercy Catholic Medical Center, Darby, PA, USA.; C.M.H. Lahore Medical College, Lahore, Pakistan.; Neuroradiology Department, Pedro Hispano Hospital, Matosinhos, Portugal.; Department of Radiology, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark.; Department of Radiology, Baylor College of Medicine, Houston, TX, USA.; Department of Radiology, University of Iowa Hospital and Clinics, Iowa City, IA, USA.; National and Kapodistrian University of Athens, School of Medicine, Athens, Greece.; Department of Neurosurgery, University Hospital of Ioannina, Ioannina, Greece.; Department of Diagnostic and Interventional Radiology, Cairo University, Cairo, Egypt.; Department of Radiology, Brigham and Women's Hospital, Massachusetts General Hospital, Boston, MA, USA.; Department of Neuroradiology, Universidad Autónoma de Nuevo León, México.; Department of Radiological Sciences, University of California Los Angeles, Los Angeles, CA, USA.; Gold Coast University Hospital, Queensland Health, Australia.; Department of Radiology Manchester NHS Foundation Trust, North West School of Radiology, Manchester, United Kingdom.; Artificial Intelligence Lab, Department of Radiology, Mayo Clinic, Rochester, MN, USA.; Department of Radiology, MD Anderson Cancer Center, Houston, TX, USA.; Corewell Health West, MI, USA.; Department of Radiodiagnosis, All India Institute of Medical Sciences Rishikesh, India.; Windsor Regional Hospital, Western University, Ontario, Canada.; Artificial Intelligence & Informatics, Mayo Clinic, Rochester, MN, USA.; Department of Radiology, University of Pennsylvania, PA, USA.; Department of Radiology, Life Care Hospital, Freetown, Sierra Leone.; Department of Medicine and Surgery, Università degli Studi di Perugia, Italy.; Department of Neuroradiology, Imperial College Healthcare NHS Trust, London, United Kingdom.; Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA.; Department of Radiology, Michigan Medicine, Ann Arbor, MI, USA.; Department of Radiology, University of Vermont Medical Center, Burlington, VT, USA.; Isfahan University of Medical Sciences, Isfahan, Iran.; Department of Radiology, The American British Cowdray Medical Center, Mexico City, Mexico.; Rush University Medical Center, Chicago, IL, USA.; Department of NeuroRadiology, Rockefeller Neuroscience Institute, West Virginia University. Morgantown, WV, USA.; Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom.; University of Cagliari, School of Medicine and Surgery, Cagliari, Italy.; Department of Radiology, University of Arkansas for Medical Sciences, Little Rock, AR, USA.; Washington University School of Medicine in St. Louis, St. Louis, MO, USA.; Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.; MLCommons, San Francisco, CA, USA.; Factored, Palo Alto, CA, USA.; Center For Federated Learning in Medicine, Indiana University, Indianapolis, IN, USA.; Medical Working Group, MLCommons, San Fransisco, CA, USA.; Intel/MLCommons, Hillsboro, OR, USA.; Department of Radiology and Imaging Sciences, School of Medicine, Indiana University, Indianapolis, IN, USA.; Department of Neurological Surgery, School of Medicine, Indiana University, Indianapolis, IN, USA.; Department of Radiology, University of California San Diego, CA, USA.; Department of Radiology, Scripps Clinic Medical Group, CA, USA.; Dhermesh Y; Trinity health Mid Atlantic Hosiptals, Darby, PA, USA.; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.; Division of Computational Pathology, Department of Pathology and Laboratory Medicine, School of Medicine, Indiana University, Indianapolis, IN, USA.; Department of Electical and Computer Engineering, Cornell University and Cornell Tech, New York, NY, USA.; Department of Radiology, Weill Cornell Medicine, New York, NY, USA.; ImagineQuant, Children's Hospital of Philadelphia, Philadelphia, PA, USA.; College of Medicine, Alfaisal University, Riyadh, Saudi Arabia.; DKFZ Division of Translational Neurooncology at the WTZ, German Cancer Consortium, DKTK Partner Site, University Hospital Essen, Essen, Germany.; Medical Artificial Intelligence Lab, Crestview Radiology, Lagos, Nigeria.; Sage Bionetworks, Seattle, WA, USA.; Montreal Neurological Institute, McGill University, Montreal, Canada.; Medical Artificial Intelligence (MAI) lab, Crestview Radiology, Lagos, Nigeria.; Department of Therapeutic Radiology, Yale School of Medicine, New Haven, CT, USA.; Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, Washington, D.C., USA.; Department of Radiology, Mayo Clinic, Rochester, MN, USA.; Department of Radiology, Duke University Medical Center, Durham, NC, USA.; Department of Neurosurgery, Yale School of Medicine, New Haven, CT, USA.; Center for Global Health, Perelman School of Medicine, University of Pennsylvania, PA, USA.; Department of Informatics, Technical University Munich, Germany.; Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA.; Cancer Imaging Program, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA, USA.; Children's National Hospital, Washington, D.C., USA.; PrecisionFDA, U.S. Food and Drug Administration, Silver Spring, MD, USA.; Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA.; Division of Neurosurgery, The Children's Hospital of Philadelphia, Philadelphia, PA, USA.; Center for Data-Driven Discovery in Biomedicine, The Children's Hospital of Philadelphia, Philadelphia, PA, USA.; Technische Universität München, Munich, Germany.; Department of Radiation Oncology, Duke University Medical Center, Durham, NC, USA.; Department of Applied Mathematics and Computer Science, Technical University of Denmark, Denmark.; Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, Washington, D.C., USA.; Departments of Radiology and Pediatrics, George Washington University School of Medicine and Health Sciences, Washington, D.C., USA.; New York University School of Medicine, New York, NY, USA.; Booz Allen Hamilton, McLean, VA, USA.; Biomedical Image Analysis & Machine Learning, Department of Quantitative Biomedicine, University of Zurich, Switzerland.; Helmholtz AI, Helmholtz Munich, Germany.; Duke University School of Medicine, Durham, NC, USA.; Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania, Philadelphia, PA, USA.; Radiology Department, University of Missouri, Columbia, MO, USA.; Northwestern University, Department of Radiology, Feinberg School of Medicine, Chicago, IL, USA.; Department of Neuroradiology, Technical University of Munich, Munich, Germany.; Department of Radiology and Imaging Sciences, Indiana University, Indianapolis, IN, USA.; Visage Imaging, GmbH, Berlin, Germany.; Department of Electrical and Systems Engineering, Washington University in St. Louis, St. Louis, MO, USA.; GE HealthCare, San Ramon, CA, USA.; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA.; Visage Imaging, Inc, San Diego, CA, USA.; University of Missouri, Columbia, MO, USA.; Institute for Informatics, Data Science & Biostatistics, Washington University School of Medicine, St. Louis, MO, USA.; Cairo University, Cairo, Egypt.; Duke University Medical Center, Durham, NC, USA.; Department of Radiology and Biomedical Imaging, University of California San Francisco, CA, USA.; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.; Department of Radiology, Mayo Clinic, Phoenix, AZ, USA.; Neuroradiology Section, Mallinckrodt Institute of Radiology at Washington University in St. Louis, St. Louis, MO, USA.; Loyola University Medical Center, Hines, IL, USA.; Department of Radiology, Queen's University, Kingston, ON, Canada.; Department of Radiology, University of Iowa Hospitals and Clinics, Iowa City, IA, USA.; Children's healthcare of Atlanta, GA, USA.; Carolina Radiology Associates, Myrtle Beach, SC, USA.; McLeod Regional Medical Center, Florence, SC, USA.; Medical University of South Carolina, Charleston, SC, USA.; University of Arkansas medical center, Little Rock, AR, USA.; NorthShore Endeavor Health, Evanston, IL, USA.; Department of Imaging and Interventional Radiology, The Chinese University of Hong Kong, Hong Kong SAR.; Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, United Kingdom.; Department of Clinical Neurosciences, NHS Lothian, Edinburgh, United Kingdom.; Department of Radiology, University of Washington, Seattle, WA, USA.; Department of Radiology, Ohio State University College of medicine, Columbus, OH, USA.; Albert Einstein Medical Center, Hartford, CT, USA.; Amsterdam UMC, location Vrije Universiteir, the Netherlands.; University College London, United Kingdom.; Hospital Italiano de Buenos Aires, Buenos Aires, Argentina.; Department of Radiology and Medical Imaging, University of Virginia, Charlottesville, Virginia, USA.; Klinikum Hochrhein, Waldshut-Tiengen, Germany.; Centro Universitario Euro-Americana (UNIEURO), Brasília, DF, Brazil.; Department of Radiology, University of Texas Southwestern Medical Center, Dallas, TX, USA.; Southern District Health Board, Dunedin, New Zealand.; Department of Radiology, Houston Methodist, Houston, TX, USA.; University of Tennessee medical Center, Knoxville, TN, USA.; Mayo Clinic, Department of Radiology, Section of Neuroradiology, Phoenix, AZ, USA.; Department of Radiology, Stanford University, Stanford, CA, USA.; Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, the Netherlands.; Mental Health and Neuroscience research institute, Maastricht University, Maastricht, the Netherlands.; Department of Radiology and Medical Imaging, University of Virginia, Charlottesville, VA, USA.; Department of Radiology, University of Northwestern, Chicago, IL, USA.; Centre Hospitalier de l'Universite de Montreal and Centre de Recherche du CHUM Montreal, Canada.; Department of Neuroradiology, MD Anderson Cancer Center, Houston, TX, USA.; Departments of Neuroradiology & Biomedical Informatics, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.; Department of Diagnostic and Interventional Radiology, SickKids Hospital, University of Toronto, Canada.; Department of Radiology, Baylor College of medicine, Houston, TX, USA.; Department of Radiology, New Jersey Medical school, Newark, NJ, USA.; Department of Radiology, AZ Monica, Antwerp Area, Belgium.; Medicolegal Imaging Experts LLC, Mercer Island, WA, USA.; Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.; Memorial Sloan Kettering Cancer Center, New York, NY, USA.; Weill Cornell Medical College, New York, NY, USA.; MedStar Georgetown University Hospital, Washington, D.C., USA.; Department of Radiology, St.Elizabeth's Medical Center, Boston, MA, USA.; Department of Radiology, Tufts University School of Medicine, Boston, MA, USA.; Walter Reed National Military Medical Center, Bethesda, MD, USA.; Keck School of medicine, Los Angeles, CA, USA.; Lahey Health Home, Burlington, MA, USA.; University of Alabama, Birmingham, AL, USA.; Department of Radiology, University of North Carolina School of Medicine, Chapel Hill, NC, USA.; Department of Radiology and Imaging Sciences, Emory University, Atlanta, GA, USA.; University of Nebraska Medical Center, Omaha, NE, USA.; George Washington University, Washington, D.C., USA.; Northwell Health, Zucker Hofstra School of Medicine at Northwell, North Shore University Hospital, Hempstead, New York, NY, USA.; Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands.; Ludwig Maximilians University Munich, München, Germany.; Faculty of Medicine, Jena University Hospital, Friedrich Schiller University Jena, Jena, Germany.; Department of Radiology, Ain Shams University, Cairo, Egypt.; Department of Radiology, Ain Shams University, Cairo - Egypt.; University of Ioannina School of Medicine, Ioannina, Greece.; University of Hamburg, Hamburg, Germany.; Radiology Department, Memorial Sloan Kettering Cancer Center, New York City, NY, USA.; Iran University of Medical sciences, Tehran, Iran.; Columbia University Irving Medical Center, New York, NY, USA.; Department of Diagnostic and Interventional Radiology, University Hospital Ulm, Ulm, Germany.; Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.; TUM-Neuroimaging Center, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.; Medical School, University of Ioannina, Ioannina, Greece.; Department of Radiology, Arad Hospital, Tehran, Iran.; Faculty of Medicine, Medical University - Sofia, Sofia, Bulgaria.; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.; Department of Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Functional and Interventional Neuroradiology Unit, Bambino Gesù Children's Hospital, Rome, Italy.; Institute of Neuroscience and Medicine (INM-4), Research Center Juelich, Juelich, Germany.; Department of Nuclear Medicine, University Hospital RWTH Aachen, Aachen, Germany.; Mathematical Oncology Laboratory & Department of Mathematics, University of Castilla-La Mancha, Spain.; Department of Radiation Oncology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.; Charité-Universitätsmedizin Berlin (Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health), Berlin, Germany.; Department of Neuroradiology, Western Lisbon Hospital Centre (CHLO), Portugal.; Cairo University, Cairo, Egypt.; Zagazig University, Zagazig, Egypt.; Diagnostic Radiology Department, Wayne State University, Detroit, MI.; Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland.; Faculty of Medicine, Guilan University of Medical Sciences, Rasht, Iran.; Department of Radiology/Division of Neuroradiology, San Diego Veterans Administration Medical Center/UC San Diego Health System, San Diego, CA, USA.; Department of Radiology, University of Calgary, Calgary, Canada.; EDU Institute of Higher Education, Villa Bighi, Chaplain's House, Kalkara, Malta.; Bay Imaging Consultants, Walnut Creek, CA, USA.; Ross University School of Medicine, Bridgetown, Barbados.; Department of Radiology, Cairo University, Cairo, Egypt.; Department of Radiology, Mayo clinic, Rochester, MN, USA.; Department of Neurosurgery, Vivantes Klinikum Neukölln, Berlin, Germany.; Mercy Catholic Medical Center, Darby, PA, USA.; C.M.H. Lahore Medical College, Lahore, Pakistan.; Neuroradiology Department, Pedro Hispano Hospital, Matosinhos, Portugal.; Department of Radiology, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark.; Department of Radiology, Baylor College of Medicine, Houston, TX, USA.; Department of Radiology, University of Iowa Hospital and Clinics, Iowa City, IA, USA.; National and Kapodistrian University of Athens, School of Medicine, Athens, Greece.; Department of Neurosurgery, University Hospital of Ioannina, Ioannina, Greece.; Department of Diagnostic and Interventional Radiology, Cairo University, Cairo, Egypt.; Department of Radiology, Brigham and Women's Hospital, Massachusetts General Hospital, Boston, MA, USA.; Department of Neuroradiology, Universidad Autónoma de Nuevo León, México.; Department of Radiological Sciences, University of California Los Angeles, Los Angeles, CA, USA.; Gold Coast University Hospital, Queensland Health, Australia.; Department of Radiology Manchester NHS Foundation Trust, North West School of Radiology, Manchester, United Kingdom.; Artificial Intelligence Lab, Department of Radiology, Mayo Clinic, Rochester, MN, USA.; Department of Radiology, MD Anderson Cancer Center, Houston, TX, USA.; Corewell Health West, MI, USA.; Department of Radiodiagnosis, All India Institute of Medical Sciences Rishikesh, India.; Windsor Regional Hospital, Western University, Ontario, Canada.; Artificial Intelligence & Informatics, Mayo Clinic, Rochester, MN, USA.; Department of Radiology, University of Pennsylvania, PA, USA.; Department of Radiology, Life Care Hospital, Freetown, Sierra Leone.; Department of Medicine and Surgery, Università degli Studi di Perugia, Italy.; Department of Neuroradiology, Imperial College Healthcare NHS Trust, London, United Kingdom.; Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA.; Department of Radiology, Michigan Medicine, Ann Arbor, MI, USA.; Department of Radiology, University of Vermont Medical Center, Burlington, VT, USA.; Isfahan University of Medical Sciences, Isfahan, Iran.; Department of Radiology, The American British Cowdray Medical Center, Mexico City, Mexico.; Rush University Medical Center, Chicago, IL, USA.; Department of NeuroRadiology, Rockefeller Neuroscience Institute, West Virginia University. Morgantown, WV, USA.; Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom.; University of Cagliari, School of Medicine and Surgery, Cagliari, Italy.; Department of Radiology, University of Arkansas for Medical Sciences, Little Rock, AR, USA.; Washington University School of Medicine in St. Louis, St. Louis, MO, USA.; Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.; MLCommons, San Francisco, CA, USA.; Factored, Palo Alto, CA, USA.; Center For Federated Learning in Medicine, Indiana University, Indianapolis, IN, USA.; Medical Working Group, MLCommons, San Fransisco, CA, USA.; Intel/MLCommons, Hillsboro, OR, USA.; Department of Radiology and Imaging Sciences, School of Medicine, Indiana University, Indianapolis, IN, USA.; Department of Neurological Surgery, School of Medicine, Indiana University, Indianapolis, IN, USA.; Department of Radiology, University of California San Diego, CA, USA.; Department of Radiology, Scripps Clinic Medical Group, CA, USA.; Gass J; Trinity health Mid Atlantic Hosiptals, Darby, PA, USA.; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.; Division of Computational Pathology, Department of Pathology and Laboratory Medicine, School of Medicine, Indiana University, Indianapolis, IN, USA.; Department of Electical and Computer Engineering, Cornell University and Cornell Tech, New York, NY, USA.; Department of Radiology, Weill Cornell Medicine, New York, NY, USA.; ImagineQuant, Children's Hospital of Philadelphia, Philadelphia, PA, USA.; College of Medicine, Alfaisal University, Riyadh, Saudi Arabia.; DKFZ Division of Translational Neurooncology at the WTZ, German Cancer Consortium, DKTK Partner Site, University Hospital Essen, Essen, Germany.; Medical Artificial Intelligence Lab, Crestview Radiology, Lagos, Nigeria.; Sage Bionetworks, Seattle, WA, USA.; Montreal Neurological Institute, McGill University, Montreal, Canada.; Medical Artificial Intelligence (MAI) lab, Crestview Radiology, Lagos, Nigeria.; Department of Therapeutic Radiology, Yale School of Medicine, New Haven, CT, USA.; Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, Washington, D.C., USA.; Department of Radiology, Mayo Clinic, Rochester, MN, USA.; Department of Radiology, Duke University Medical Center, Durham, NC, USA.; Department of Neurosurgery, Yale School of Medicine, New Haven, CT, USA.; Center for Global Health, Perelman School of Medicine, University of Pennsylvania, PA, USA.; Department of Informatics, Technical University Munich, Germany.; Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA.; Cancer Imaging Program, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA, USA.; Children's National Hospital, Washington, D.C., USA.; PrecisionFDA, U.S. Food and Drug Administration, Silver Spring, MD, USA.; Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA.; Division of Neurosurgery, The Children's Hospital of Philadelphia, Philadelphia, PA, USA.; Center for Data-Driven Discovery in Biomedicine, The Children's Hospital of Philadelphia, Philadelphia, PA, USA.; Technische Universität München, Munich, Germany.; Department of Radiation Oncology, Duke University Medical Center, Durham, NC, USA.; Department of Applied Mathematics and Computer Science, Technical University of Denmark, Denmark.; Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, Washington, D.C., USA.; Departments of Radiology and Pediatrics, George Washington University School of Medicine and Health Sciences, Washington, D.C., USA.; New York University School of Medicine, New York, NY, USA.; Booz Allen Hamilton, McLean, VA, USA.; Biomedical Image Analysis & Machine Learning, Department of Quantitative Biomedicine, University of Zurich, Switzerland.; Helmholtz AI, Helmholtz Munich, Germany.; Duke University School of Medicine, Durham, NC, USA.; Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania, Philadelphia, PA, USA.; Radiology Department, University of Missouri, Columbia, MO, USA.; Northwestern University, Department of Radiology, Feinberg School of Medicine, Chicago, IL, USA.; Department of Neuroradiology, Technical University of Munich, Munich, Germany.; Department of Radiology and Imaging Sciences, Indiana University, Indianapolis, IN, USA.; Visage Imaging, GmbH, Berlin, Germany.; Department of Electrical and Systems Engineering, Washington University in St. Louis, St. Louis, MO, USA.; GE HealthCare, San Ramon, CA, USA.; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA.; Visage Imaging, Inc, San Diego, CA, USA.; University of Missouri, Columbia, MO, USA.; Institute for Informatics, Data Science & Biostatistics, Washington University School of Medicine, St. Louis, MO, USA.; Cairo University, Cairo, Egypt.; Duke University Medical Center, Durham, NC, USA.; Department of Radiology and Biomedical Imaging, University of California San Francisco, CA, USA.; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.; Department of Radiology, Mayo Clinic, Phoenix, AZ, USA.; Neuroradiology Section, Mallinckrodt Institute of Radiology at Washington University in St. Louis, St. Louis, MO, USA.; Loyola University Medical Center, Hines, IL, USA.; Department of Radiology, Queen's University, Kingston, ON, Canada.; Department of Radiology, University of Iowa Hospitals and Clinics, Iowa City, IA, USA.; Children's healthcare of Atlanta, GA, USA.; Carolina Radiology Associates, Myrtle Beach, SC, USA.; McLeod Regional Medical Center, Florence, SC, USA.; Medical University of South Carolina, Charleston, SC, USA.; University of Arkansas medical center, Little Rock, AR, USA.; NorthShore Endeavor Health, Evanston, IL, USA.; Department of Imaging and Interventional Radiology, The Chinese University of Hong Kong, Hong Kong SAR.; Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, United Kingdom.; Department of Clinical Neurosciences, NHS Lothian, Edinburgh, United Kingdom.; Department of Radiology, University of Washington, Seattle, WA, USA.; Department of Radiology, Ohio State University College of medicine, Columbus, OH, USA.; Albert Einstein Medical Center, Hartford, CT, USA.; Amsterdam UMC, location Vrije Universiteir, the Netherlands.; University College London, United Kingdom.; Hospital Italiano de Buenos Aires, Buenos Aires, Argentina.; Department of Radiology and Medical Imaging, University of Virginia, Charlottesville, Virginia, USA.; Klinikum Hochrhein, Waldshut-Tiengen, Germany.; Centro Universitario Euro-Americana (UNIEURO), Brasília, DF, Brazil.; Department of Radiology, University of Texas Southwestern Medical Center, Dallas, TX, USA.; Southern District Health Board, Dunedin, New Zealand.; Department of Radiology, Houston Methodist, Houston, TX, USA.; University of Tennessee medical Center, Knoxville, TN, USA.; Mayo Clinic, Department of Radiology, Section of Neuroradiology, Phoenix, AZ, USA.; Department of Radiology, Stanford University, Stanford, CA, USA.; Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, the Netherlands.; Mental Health and Neuroscience research institute, Maastricht University, Maastricht, the Netherlands.; Department of Radiology and Medical Imaging, University of Virginia, Charlottesville, VA, USA.; Department of Radiology, University of Northwestern, Chicago, IL, USA.; Centre Hospitalier de l'Universite de Montreal and Centre de Recherche du CHUM Montreal, Canada.; Department of Neuroradiology, MD Anderson Cancer Center, Houston, TX, USA.; Departments of Neuroradiology & Biomedical Informatics, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.; Department of Diagnostic and Interventional Radiology, SickKids Hospital, University of Toronto, Canada.; Department of Radiology, Baylor College of medicine, Houston, TX, USA.; Department of Radiology, New Jersey Medical school, Newark, NJ, USA.; Department of Radiology, AZ Monica, Antwerp Area, Belgium.; Medicolegal Imaging Experts LLC, Mercer Island, WA, USA.; Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.; Memorial Sloan Kettering Cancer Center, New York, NY, USA.; Weill Cornell Medical College, New York, NY, USA.; MedStar Georgetown University Hospital, Washington, D.C., USA.; Department of Radiology, St.Elizabeth's Medical Center, Boston, MA, USA.; Department of Radiology, Tufts University School of Medicine, Boston, MA, USA.; Walter Reed National Military Medical Center, Bethesda, MD, USA.; Keck School of medicine, Los Angeles, CA, USA.; Lahey Health Home, Burlington, MA, USA.; University of Alabama, Birmingham, AL, USA.; Department of Radiology, University of North Carolina School of Medicine, Chapel Hill, NC, USA.; Department of Radiology and Imaging Sciences, Emory University, Atlanta, GA, USA.; University of Nebraska Medical Center, Omaha, NE, USA.; George Washington University, Washington, D.C., USA.; Northwell Health, Zucker Hofstra School of Medicine at Northwell, North Shore University Hospital, Hempstead, New York, NY, USA.; Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands.; Ludwig Maximilians University Munich, München, Germany.; Faculty of Medicine, Jena University Hospital, Friedrich Schiller University Jena, Jena, Germany.; Department of Radiology, Ain Shams University, Cairo, Egypt.; Department of Radiology, Ain Shams University, Cairo - Egypt.; University of Ioannina School of Medicine, Ioannina, Greece.; University of Hamburg, Hamburg, Germany.; Radiology Department, Memorial Sloan Kettering Cancer Center, New York City, NY, USA.; Iran University of Medical sciences, Tehran, Iran.; Columbia University Irving Medical Center, New York, NY, USA.; Department of Diagnostic and Interventional Radiology, University Hospital Ulm, Ulm, Germany.; Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.; TUM-Neuroimaging Center, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.; Medical School, University of Ioannina, Ioannina, Greece.; Department of Radiology, Arad Hospital, Tehran, Iran.; Faculty of Medicine, Medical University - Sofia, Sofia, Bulgaria.; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.; Department of Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Functional and Interventional Neuroradiology Unit, Bambino Gesù Children's Hospital, Rome, Italy.; Institute of Neuroscience and Medicine (INM-4), Research Center Juelich, Juelich, Germany.; Department of Nuclear Medicine, University Hospital RWTH Aachen, Aachen, Germany.; Mathematical Oncology Laboratory & Department of Mathematics, University of Castilla-La Mancha, Spain.; Department of Radiation Oncology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.; Charité-Universitätsmedizin Berlin (Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health), Berlin, Germany.; Department of Neuroradiology, Western Lisbon Hospital Centre (CHLO), Portugal.; Cairo University, Cairo, Egypt.; Zagazig University, Zagazig, Egypt.; Diagnostic Radiology Department, Wayne State University, Detroit, MI.; Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland.; Faculty of Medicine, Guilan University of Medical Sciences, Rasht, Iran.; Department of Radiology/Division of Neuroradiology, San Diego Veterans Administration Medical Center/UC San Diego Health System, San Diego, CA, USA.; Department of Radiology, University of Calgary, Calgary, Canada.; EDU Institute of Higher Education, Villa Bighi, Chaplain's House, Kalkara, Malta.; Bay Imaging Consultants, Walnut Creek, CA, USA.; Ross University School of Medicine, Bridgetown, Barbados.; Department of Radiology, Cairo University, Cairo, Egypt.; Department of Radiology, Mayo clinic, Rochester, MN, USA.; Department of Neurosurgery, Vivantes Klinikum Neukölln, Berlin, Germany.; Mercy Catholic Medical Center, Darby, PA, USA.; C.M.H. Lahore Medical College, Lahore, Pakistan.; Neuroradiology Department, Pedro Hispano Hospital, Matosinhos, Portugal.; Department of Radiology, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark.; Department of Radiology, Baylor College of Medicine, Houston, TX, USA.; Department of Radiology, University of Iowa Hospital and Clinics, Iowa City, IA, USA.; National and Kapodistrian University of Athens, School of Medicine, Athens, Greece.; Department of Neurosurgery, University Hospital of Ioannina, Ioannina, Greece.; Department of Diagnostic and Interventional Radiology, Cairo University, Cairo, Egypt.; Department of Radiology, Brigham and Women's Hospital, Massachusetts General Hospital, Boston, MA, USA.; Department of Neuroradiology, Universidad Autónoma de Nuevo León, México.; Department of Radiological Sciences, University of California Los Angeles, Los Angeles, CA, USA.; Gold Coast University Hospital, Queensland Health, Australia.; Department of Radiology Manchester NHS Foundation Trust, North West School of Radiology, Manchester, United Kingdom.; Artificial Intelligence Lab, Department of Radiology, Mayo Clinic, Rochester, MN, USA.; Department of Radiology, MD Anderson Cancer Center, Houston, TX, USA.; Corewell Health West, MI, USA.; Department of Radiodiagnosis, All India Institute of Medical Sciences Rishikesh, India.; Windsor Regional Hospital, Western University, Ontario, Canada.; Artificial Intelligence & Informatics, Mayo Clinic, Rochester, MN, USA.; Department of Radiology, University of Pennsylvania, PA, USA.; Department of Radiology, Life Care Hospital, Freetown, Sierra Leone.; Department of Medicine and Surgery, Università degli Studi di Perugia, Italy.; Department of Neuroradiology, Imperial College Healthcare NHS Trust, London, United Kingdom.; Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA.; Department of Radiology, Michigan Medicine, Ann Arbor, MI, USA.; Department of Radiology, University of Vermont Medical Center, Burlington, VT, USA.; Isfahan University of Medical Sciences, Isfahan, Iran.; Department of Radiology, The American British Cowdray Medical Center, Mexico City, Mexico.; Rush University Medical Center, Chicago, IL, USA.; Department of NeuroRadiology, Rockefeller Neuroscience Institute, West Virginia University. Morgantown, WV, USA.; Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom.; University of Cagliari, School of Medicine and Surgery, Cagliari, Italy.; Department of Radiology, University of Arkansas for Medical Sciences, Little Rock, AR, USA.; Washington University School of Medicine in St. Louis, St. Louis, MO, USA.; Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.; MLCommons, San Francisco, CA, USA.; Factored, Palo Alto, CA, USA.; Center For Federated Learning in Medicine, Indiana University, Indianapolis, IN, USA.; Medical Working Group, MLCommons, San Fransisco, CA, USA.; Intel/MLCommons, Hillsboro, OR, USA.; Department of Radiology and Imaging Sciences, School of Medicine, Indiana University, Indianapolis, IN, USA.; Department of Neurological Surgery, School of Medicine, Indiana University, Indianapolis, IN, USA.; Department of Radiology, University of California San Diego, CA, USA.; Department of Radiology, Scripps Clinic Medical Group, CA, USA.; Thacker J; Trinity health Mid Atlantic Hosiptals, Darby, PA, USA.; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.; Division of Computational Pathology, Department of Pathology and Laboratory Medicine, School of Medicine, Indiana University, Indianapolis, IN, USA.; Department of Electical and Computer Engineering, Cornell University and Cornell Tech, New York, NY, USA.; Department of Radiology, Weill Cornell Medicine, New York, NY, USA.; ImagineQuant, Children's Hospital of Philadelphia, Philadelphia, PA, USA.; College of Medicine, Alfaisal University, Riyadh, Saudi Arabia.; DKFZ Division of Translational Neurooncology at the WTZ, German Cancer Consortium, DKTK Partner Site, University Hospital Essen, Essen, Germany.; Medical Artificial Intelligence Lab, Crestview Radiology, Lagos, Nigeria.; Sage Bionetworks, Seattle, WA, USA.; Montreal Neurological Institute, McGill University, Montreal, Canada.; Medical Artificial Intelligence (MAI) lab, Crestview Radiology, Lagos, Nigeria.; Department of Therapeutic Radiology, Yale School of Medicine, New Haven, CT, USA.; Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, Washington, D.C., USA.; Department of Radiology, Mayo Clinic, Rochester, MN, USA.; Department of Radiology, Duke University Medical Center, Durham, NC, USA.; Department of Neurosurgery, Yale School of Medicine, New Haven, CT, USA.; Center for Global Health, Perelman School of Medicine, University of Pennsylvania, PA, USA.; Department of Informatics, Technical University Munich, Germany.; Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA.; Cancer Imaging Program, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA, USA.; Children's National Hospital, Washington, D.C., USA.; PrecisionFDA, U.S. Food and Drug Administration, Silver Spring, MD, USA.; Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA.; Division of Neurosurgery, The Children's Hospital of Philadelphia, Philadelphia, PA, USA.; Center for Data-Driven Discovery in Biomedicine, The Children's Hospital of Philadelphia, Philadelphia, PA, USA.; Technische Universität München, Munich, Germany.; Department of Radiation Oncology, Duke University Medical Center, Durham, NC, USA.; Department of Applied Mathematics and Computer Science, Technical University of Denmark, Denmark.; Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, Washington, D.C., USA.; Departments of Radiology and Pediatrics, George Washington University School of Medicine and Health Sciences, Washington, D.C., USA.; New York University School of Medicine, New York, NY, USA.; Booz Allen Hamilton, McLean, VA, USA.; Biomedical Image Analysis & Machine Learning, Department of Quantitative Biomedicine, University of Zurich, Switzerland.; Helmholtz AI, Helmholtz Munich, Germany.; Duke University School of Medicine, Durham, NC, USA.; Center for Clinical Epidemiology and Biostatistics, University of Pennsylvania, Philadelphia, PA, USA.; Radiology Department, University of Missouri, Columbia, MO, USA.; Northwestern University, Department of Radiology, Feinberg School of Medicine, Chicago, IL, USA.; Department of Neuroradiology, Technical University of Munich, Munich, Germany.; Department of Radiology and Imaging Sciences, Indiana University, Indianapolis, IN, USA.; Visage Imaging, GmbH, Berlin, Germany.; Department of Electrical and Systems Engineering, Washington University in St. Louis, St. Louis, MO, USA.; GE HealthCare, San Ramon, CA, USA.; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA.; Visage Imaging, Inc, San Diego, CA, USA.; University of Missouri, Columbia, MO, USA.; Institute for Informatics, Data Science & Biostatistics, Washington University School of Medicine, St. Louis, MO, USA.; Cairo University, Cairo, Egypt.; Duke University Medical Center, Durham, NC, USA.; Department of Radiology and Biomedical Imaging, University of California San Francisco, CA, USA.; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.; Department of Radiology, Mayo Clinic, Phoenix, AZ, USA.; Neuroradiology Section, Mallinckrodt Institute of Radiology at Washington University in St. Louis, St. Louis, MO, USA.; Loyola University Medical Center, Hines, IL, USA.; Department of Radiology, Queen's University, Kingston, ON, Canada.; Department of Radiology, University of Iowa Hospitals and Clinics, Iowa City, IA, USA.; Children's healthcare of Atlanta, GA, USA.; Carolina Radiology Associates, Myrtle Beach, SC, USA.; McLeod Regional Medical Center, Florence, SC, USA.; Medical University of South Carolina, Charleston, SC, USA.; University of Arkansas medical center, Little Rock, AR, USA.; NorthShore Endeavor Health, Evanston, IL, USA.; Department of Imaging and Interventional Radiology, The Chinese University of Hong Kong, Hong Kong SAR.; Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, United Kingdom.; Department of Clinical Neurosciences, NHS Lothian, Edinburgh, United Kingdom.; Department of Radiology, University of Washington, Seattle, WA, USA.; Department of Radiology, Ohio State University College of medicine, Columbus, OH, USA.; Albert Einstein Medical Center, Hartford, CT, USA.; Amsterdam UMC, location Vrije Universiteir, the Netherlands.; University College London, United Kingdom.; Hospital Italiano de Buenos Aires, Buenos Aires, Argentina.; Department of Radiology and Medical Imaging, University of Virginia, Charlottesville, Virginia, USA.; Klinikum Hochrhein, Waldshut-Tiengen, Germany.; Centro Universitario Euro-Americana (UNIEURO), Brasília, DF, Brazil.; Department of Radiology, University of Texas Southwestern Medical Center, Dallas, TX, USA.; Southern District Health Board, Dunedin, New Zealand.; Department of Radiology, Houston Methodist, Houston, TX, USA.; University of Tennessee medical Center, Knoxville, TN, USA.; Mayo Clinic, Department of Radiology, Section of Neuroradiology, Phoenix, AZ, USA.; Department of Radiology, Stanford University, Stanford, CA, USA.; Department of Radiology and Nuclear Medicine, Maastricht University Medical Center, Maastricht, the Netherlands.; Mental Health and Neuroscience research institute, Maastricht University, Maastricht, the Netherlands.; Department of Radiology and Medical Imaging, University of Virginia, Charlottesville, VA, USA.; Department of Radiology, University of Northwestern, Chicago, IL, USA.; Centre Hospitalier de l'Universite de Montreal and Centre de Recherche du CHUM Montreal, Canada.; Department of Neuroradiology, MD Anderson Cancer Center, Houston, TX, USA.; Departments of Neuroradiology & Biomedical Informatics, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.; Department of Diagnostic and Interventional Radiology, SickKids Hospital, University of Toronto, Canada.; Department of Radiology, Baylor College of medicine, Houston, TX, USA.; Department of Radiology, New Jersey Medical school, Newark, NJ, USA.; Department of Radiology, AZ Monica, Antwerp Area, Belgium.; Medicolegal Imaging Experts LLC, Mercer Island, WA, USA.; Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.; Memorial Sloan Kettering Cancer Center, New York, NY, USA.; Weill Cornell Medical College, New York, NY, USA.; MedStar Georgetown University Hospital, Washington, D.C., USA.; Department of Radiology, St.Elizabeth's Medical Center, Boston, MA, USA.; Department of Radiology, Tufts University School of Medicine, Boston, MA, USA.; Walter Reed National Military Medical Center, Bethesda, MD, USA.; Keck School of medicine, Los Angeles, CA, USA.; Lahey Health Home, Burlington, MA, USA.; University of Alabama, Birmingham, AL, USA.; Department of Radiology, University of North Carolina School of Medicine, Chapel Hill, NC, USA.; Department of Radiology and Imaging Sciences, Emory University, Atlanta, GA, USA.; University of Nebraska Medical Center, Omaha, NE, USA.; George Washington University, Washington, D.C., USA.; Northwell Health, Zucker Hofstra School of Medicine at Northwell, North Shore University Hospital, Hempstead, New York, NY, USA.; Cancer Center Amsterdam, Imaging and Biomarkers, Amsterdam, The Netherlands.; Ludwig Maximilians University Munich, München, Germany.; Faculty of Medicine, Jena University Hospital, Friedrich Schiller University Jena, Jena, Germany.; Department of Radiology, Ain Shams University, Cairo, Egypt.; Department of Radiology, Ain Shams University, Cairo - Egypt.; University of Ioannina School of Medicine, Ioannina, Greece.; University of Hamburg, Hamburg, Germany.; Radiology Department, Memorial Sloan Kettering Cancer Center, New York City, NY, USA.; Iran University of Medical sciences, Tehran, Iran.; Columbia University Irving Medical Center, New York, NY, USA.; Department of Diagnostic and Interventional Radiology, University Hospital Ulm, Ulm, Germany.; Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.; TUM-Neuroimaging Center, Klinikum rechts der Isar, Technical University of Munich, Munich, Germany.; Medical School, University of Ioannina, Ioannina, Greece.; Department of Radiology, Arad Hospital, Tehran, Iran.; Faculty of Medicine, Medical University - Sofia, Sofia, Bulgaria.; Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.; Department of Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany.; Functional and Interventional Neuroradiology Unit, Bambino Gesù Children's Hospital, Rome, Italy.; Institute of Neuroscience and Medicine (INM-4), Research Center Juelich, Juelich, Germany.; Department of Nuclear Medicine, University Hospital RWTH Aachen, Aachen, Germany.; Mathematical Oncology Laboratory & Department of Mathematics, University of Castilla-La Mancha, Spain.; Department of Radiation Oncology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.; Charité-Universitätsmedizin Berlin (Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health), Berlin, Germany.; Department of Neuroradiology, Western Lisbon Hospital Centre (CHLO), Portugal.; Cairo University, Cairo, Egypt.; Zagazig University, Zagazig, Egypt.; Diagnostic Radiology Department, Wayne State University, Detroit, MI.; Institute of Diagnostic and Interventional Radiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland.; Faculty of Medicine, Guilan University of Medical Sciences, Rasht, Iran.; Department of Radiology/Division of Neuroradiology, San Diego Veterans Administration Medical Center/UC San Diego Health System, San Diego, CA, USA.; Department of Radiology, University of Calgary, Calgary, Canada.; EDU Institute of Higher Education, Villa Bighi, Chaplain's House, Kalkara, Malta.; Bay Imaging Consultants, Walnut Creek, CA, USA.; Ross University School of Medicine, Bridgetown, Barbados.; Department of Radiology, Cairo University, Cairo, Egypt.; Department of Radiology, Mayo clinic, Rochester, MN, USA.; Department of Neurosurgery, Vivantes Klinikum Neukölln, Berlin, Germany.; Mercy Catholic Medical Center, Darby, PA, USA.; C.M.H. Lahore Medical College, Lahore, Pakistan.; Neuroradiology Department, Pedro Hispano Hospital, Matosinhos, Portugal.; Department of Radiology, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark.; Department of Radiology, Baylor College of Medicine, Houston, TX, USA.; Department of Radiology, University of Iowa Hospital and Clinics, Iowa City, IA, USA.; National and Kapodistrian University of Athens, School of Medicine, Athens, Greece.; Department of Neurosurgery, University Hospital of Ioannina, Ioannina, Greece.; Department of Diagnostic and Interventional Radiology, Cairo University, Cairo, Egypt.; Department of Radiology, Brigham and Women's Hospital, Massachusetts General Hospital, Boston, MA, USA.; Department of Neuroradiology, Universidad Autónoma de Nuevo León, México.; Department of Radiological Sciences, University of California Los Angeles, Los Angeles, CA, USA.; Gold Coast University Hospital, Queensland Health, Australia.; Department of Radiology Manchester NHS Foundation Trust, North West School of Radiology, Manchester, United Kingdom.; Artificial Intelligence Lab, Department of Radiology, Mayo Clinic, Rochester, MN, USA.; Department of Radiology, MD Anderson Cancer Center, Houston, TX, USA.; Corewell Health West, MI, USA.; Department of Radiodiagnosis, All India Institute of Medical Sciences Rishikesh, India.; Windsor Regional Hospital, Western University, Ontario, Canada.; Artificial Intelligence & Informatics, Mayo Clinic, Rochester, MN, USA.; Department of Radiology, University of Pennsylvania, PA, USA.; Department of Radiology, Life Care Hospital, Freetown, Sierra Leone.; Department of Medicine and Surgery, Università degli Studi di Perugia, Italy.; Department of Neuroradiology, Imperial College Healthcare NHS Trust, London, United Kingdom.; Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, CA, USA.; Department of Radiology, Michigan Medicine, Ann Arbor, MI, USA.; Department of Radiology, University of Vermont Medical Center, Burlington, VT, USA.; Isfahan University of Medical Sciences, Isfahan, Iran.; Department of Radiology, The American British Cowdray Medical Center, Mexico City, Mexico.; Rush University Medical Center, Chicago, IL, USA.; Department of NeuroRadiology, Rockefeller Neuroscience Institute, West Virginia University. Morgantown, WV, USA.; Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom.; University of Cagliari, School of Medicine and Surgery, Cagliari, Italy.; Department of Radiology, University of Arkansas for Medical Sciences, Little Rock, AR, USA.; Washington University School of Medicine in St. Louis, St. Louis, MO, USA.; Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.; MLCommons, San Francisco, CA, USA.; Factored, Palo Alto, CA, USA.; Center For Federated Learning in Medicine, Indiana University, Indianapolis, IN, USA.; Medical Working Group, MLCommons, San Fransisco, CA, USA.; Intel/MLCommons, Hillsboro, OR, USA.; Department of Radiology and Imaging Sciences, School of Medicine, Indiana University, Indianapolis, IN, USA.; Department of Neurological Surgery, School of Medicine, Indiana University, Indianapolis, IN, USA.; Department of Radiology, University of California San Diego, CA, USA.; Department of Radiology, Scripps Clinic Medical Group, CA, USA.; Tarabishy AR; Department of NeuroRadiology, Rockefeller Neuroscience Institute, West Virginia University. Morgantown, WV, USA.; Turner B; Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom.; Vacca S; University of Cagliari, School of Medicine and Surgery, Cagliari, Italy.; Vilanilam GK; Department of Radiology, University of Arkansas for Medical Sciences, Little Rock, AR, USA.; Warren D; Washington University School of Medicine in St. Louis, St. Louis, MO, USA.; Weiss D; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.; Willms K; Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, CT, USA.; Worede F; Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.; Yousry S; Cairo University, Cairo, Egypt.; Lerebo W; Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.; Aristizabal A; MLCommons, San Francisco, CA, USA.; Factored, Palo Alto, CA, USA.; Karargyris A; MLCommons, San Francisco, CA, USA.; Kassem H; MLCommons, San Francisco, CA, USA.; Pati S; Center For Federated Learning in Medicine, Indiana University, Indianapolis, IN, USA.; Division of Computational Pathology, Department of Pathology and Laboratory Medicine, School of Medicine, Indiana University, Indianapolis, IN, USA.; Medical Working Group, MLCommons, San Fransisco, CA, USA.; Sheller M; Intel/MLCommons, Hillsboro, OR, USA.; Bakas S; Division of Computational Pathology, Department of Pathology and Laboratory Medicine, School of Medicine, Indiana University, Indianapolis, IN, USA.; Department of Radiology and Imaging Sciences, School of Medicine, Indiana University, Indianapolis, IN, USA.; Department of Neurological Surgery, School of Medicine, Indiana University, Indianapolis, IN, USA.; Rudie JD; Department of Radiology, University of California San Diego, CA, USA.; Department of Radiology, Scripps Clinic Medical Group, CA, USA.; Aboian M; Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Country of Publication: United States NLM ID: 101759493 Publication Model: Electronic Cited Medium: Internet ISSN: 2331-8422 (Electronic) Linking ISSN: 23318422 NLM ISO Abbreviation: ArXiv Subsets: PubMed not MEDLINE
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