학술논문
Machine learning using the extreme gradient boosting (XGBoost) algorithm predicts 5-day delta of SOFA score at ICU admission in COVID-19 patients
Document Type
Article
Author
Alfaro-Farias, Mario; Vizmanos-Lamotte, Gerardo; Tschoellitsch, Thomas; Meier, Jens; Aguirre-Bermeo, Hernán; Apolo, Janina; Martínez, Alberto; Jurkolow, Geoffrey; Delahaye, Gauthier; Novy, Emmanuel; Losser, Marie-Reine; Wengenmayer, Tobias; Rilinger, Jonathan; Staudacher, Dawid L.; David, Sascha; Welte, Tobias; Stahl, Klaus; Pavlos”, “Agios; Aslanidis, Theodoros; Korsos, Anita; Babik, Barna; Nikandish, Reza; Rezoagli, Emanuele; Giacomini, Matteo; Nova, Alice; Fogagnolo, Alberto; Spadaro, Savino; Ceriani, Roberto; Murrone, Martina; Wu, Maddalena A.; Cogliati, Chiara; Colombo, Riccardo; Catena, Emanuele; Turrini, Fabrizio; Simonini, Maria Sole; Fabbri, Silvia; Potalivo, Antonella; Facondini, Francesca; Gangitano, Gianfilippo; Perin, Tiziana; Grazia Bocci, Maria; Antonelli, Massimo; Gommers, Diederik; Rodríguez-García, Raquel; Gámez-Zapata, Jorge; Taboada-Fraga, Xiana; Castro, Pedro; Tellez, Adrian; Lander-Azcona, Arantxa; Escós-Orta, Jesús; Martín-Delgado, Maria C.; Algaba-Calderon, Angela; Franch-Llasat, Diego; Roche-Campo, Ferran; Lozano-Gómez, Herminia; Zalba-Etayo, Begoña; Michot, Marc P.; Klarer, Alexander; Ensner, Rolf; Schott, Peter; Urech, Severin; Zellweger, Nuria; Merki, Lukas; Lambert, Adriana; Laube, Marcus; Jeitziner, Marie M.; Jenni-Moser, Beatrice; Wiegand, Jan; Yuen, Bernd; Lienhardt-Nobbe, Barbara; Westphalen, Andrea; Salomon, Petra; Drvaric, Iris; Hillgaertner, Frank; Sieber, Marianne; Dullenkopf, Alexander; Petersen, Lina; Chau, Ivan; Ksouri, Hatem; Sridharan, Govind Oliver; Cereghetti, Sara; Boroli, Filippo; Pugin, Jerome; Grazioli, Serge; Rimensberger, Peter C.; Bürkle, Christian; Marrel, Julien; Brenni, Mirko; Fleisch, Isabelle; Lavanchy, Jerome; Perez, Marie-Helene; Ramelet, Anne-Sylvie; Weber, Anja Baltussen; Gerecke, Peter; Christ, Andreas; Ceruti, Samuele; Glotta, Andrea; Marquardt, Katharina; Shaikh, Karim; Hübner, Tobias; Neff, Thomas; Redecker, Hermann; Moret-Bochatay, Mallory; Bentrup, FriederikeMeyer zu; Studhalter, Michael; Stephan, Michael; Brem, Jan; Gehring, Nadine; Selz, Daniela; Naon, Didier; Kleger, Gian-Reto; Pietsch, Urs; Filipovic, Miodrag; Ristic, Anette; Sepulcri, Michael; Heise, Antje; Franchitti Laurent, Marilene; Laurent, Jean-Christophe; Wendel Garcia, Pedro D.; Schuepbach, Reto; Heuberger, Dorothea; Bühler, Philipp; Brugger, Silvio; Fodor, Patricia; Locher, Pascal; Camen, Giovanni; Gaspert, Tomislav; Jovic, Marija; Haberthuer, Christoph; Lussman, Roger F.; Colak, Elif; Montomoli, Jonathan; Romeo, Luca; Moccia, Sara; Bernardini, Michele; Migliorelli, Lucia; Berardini, Daniele; Donati, Abele; Carsetti, Andrea; Bocci, Maria Grazia; Wendel Garcia, Pedro David; Fumeaux, Thierry; Guerci, Philippe; Schüpbach, Reto Andreas; Ince, Can; Frontoni, Emanuele; Hilty, Matthias Peter
Source
In Journal of Intensive Medicine October 2021 1(2):110-116
Subject
Language
ISSN
2667-100X