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1

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

학술저널

issue: In Journal of Intensive Medicine October 2021 1(2):110-116
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
DB Label: Database : ScienceDirect

원문보기: Full Text (Clinical Key) Full Text (ScienceDirect O/A) 등재 - SCOPUS

2

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

정기출판물

issue: Journal of Intensive Medicine; October 2021, Vol. 1 Issue: 2 p110-116, 7p
Author: 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
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
DB Label: Database : Supplemental Index

원문보기: Full Text (Clinical Key) Full Text (ScienceDirect O/A) 등재 - SCOPUS

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