Machine learning using the extreme gradient boosting (XGBoost) algorithm predicts 5-day delta of SOFA score at ICU admission in COVID-19 patients-Reference-Cited by-同舟云学术

Machine learning using the extreme gradient boosting (XGBoost) algorithm predicts 5-day delta of SOFA score at ICU admission in COVID-19 patients

Published:2021-10 Issue:2 Volume:1 Page:110-116
ISSN:2667-100X
Container-title:Journal of Intensive Medicine
language:en
Short-container-title:Journal of Intensive Medicine

Author:

Montomoli Jonathan^ORCID,Romeo Luca,Moccia Sara^ORCID,Bernardini Michele,Migliorelli Lucia,Berardini Daniele,Donati Abele,Carsetti Andrea,Bocci Maria Grazia^ORCID,Wendel Garcia Pedro David,Fumeaux Thierry,Guerci Philippe^ORCID,Schüpbach Reto Andreas,Ince Can,Frontoni Emanuele,Hilty Matthias Peter^ORCID,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

Publisher

Elsevier BV

Reference24 articles.

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