Machine learning identifies ICU outcome predictors in a multicenter COVID-19 cohort

Magunia, Harry; Lederer, Simone; Verbuecheln, Raphael; Gilot, Bryant Joseph; Koeppen, Michael; Haeberle, Helene A.; Mirakaj, Valbona; Hofmann, Pascal; Marx, Gernot; Bickenbach, Johannes; Nohe, Boris; Lay, Michael; Spies, Claudia; Edel, Andreas; Schiefenhoevel, Fridtjof; Rahmel, Tim; Putensen, Christian; Sellmann, Timur; Koch, Thea; Brandenburger, Timo; Brenner, Thorsten; Berger, Marc; Zacharowski, Kai; Adam, Elisabeth; Posch, Matthias; Moerer, Onnen; Scheer, Christian S.; Sedding, Daniel; Weigand, Markus A.; Fichtner, Falk; Nau, Carla; Praetsch, Florian; Wiesmann, Thomas; Koch, Christian; Schneider, Gerhard; Lahmer, Tobias; Straub, Andreas; Meiser, Andreas; Weiss, Manfred; Jungwirth, Bettina; Wappler, Frank; Meybohm, Patrick; Herrmann, Johannes; Malek, Nisar; Kohlbacher, Oliver; Biergans, Stephanie; Rosenberger, Peter

dc.contributor.author	Magunia, Harry
dc.contributor.author	Lederer, Simone
dc.contributor.author	Verbuecheln, Raphael
dc.contributor.author	Koeppen, Michael
dc.contributor.author	Mirakaj, Valbona
dc.contributor.author	Hofmann, Pascal
dc.contributor.author	Kohlbacher, Oliver
dc.contributor.author	Biergans, Stephanie
dc.contributor.author	Rosenberger, Peter
dc.contributor.author	Gilot, Bryant
dc.contributor.author	Häberle, Helene
dc.contributor.author	Malek, Nisar Peter
dc.date.accessioned	2022-03-28T09:13:16Z
dc.date.available	2022-03-28T09:13:16Z
dc.date.issued	2021
dc.identifier.issn	1466-609X
dc.identifier.uri	http://hdl.handle.net/10900/125606
dc.language.iso	en	de_DE
dc.publisher	Bmc	de_DE
dc.relation.uri	http://dx.doi.org/10.1186/s13054-021-03720-4	de_DE
dc.subject.ddc	610	de_DE
dc.title	Machine learning identifies ICU outcome predictors in a multicenter COVID-19 cohort	de_DE
dc.type	Article	de_DE
utue.quellen.id	20211125174918_00988
utue.personen.roh	Magunia, Harry
utue.personen.roh	Lederer, Simone
utue.personen.roh	Verbuecheln, Raphael
utue.personen.roh	Gilot, Bryant Joseph
utue.personen.roh	Koeppen, Michael
utue.personen.roh	Haeberle, Helene A.
utue.personen.roh	Mirakaj, Valbona
utue.personen.roh	Hofmann, Pascal
utue.personen.roh	Marx, Gernot
utue.personen.roh	Bickenbach, Johannes
utue.personen.roh	Nohe, Boris
utue.personen.roh	Lay, Michael
utue.personen.roh	Spies, Claudia
utue.personen.roh	Edel, Andreas
utue.personen.roh	Schiefenhoevel, Fridtjof
utue.personen.roh	Rahmel, Tim
utue.personen.roh	Putensen, Christian
utue.personen.roh	Sellmann, Timur
utue.personen.roh	Koch, Thea
utue.personen.roh	Brandenburger, Timo
utue.personen.roh	Brenner, Thorsten
utue.personen.roh	Berger, Marc
utue.personen.roh	Zacharowski, Kai
utue.personen.roh	Adam, Elisabeth
utue.personen.roh	Posch, Matthias
utue.personen.roh	Moerer, Onnen
utue.personen.roh	Scheer, Christian S.
utue.personen.roh	Sedding, Daniel
utue.personen.roh	Weigand, Markus A.
utue.personen.roh	Fichtner, Falk
utue.personen.roh	Nau, Carla
utue.personen.roh	Praetsch, Florian
utue.personen.roh	Wiesmann, Thomas
utue.personen.roh	Koch, Christian
utue.personen.roh	Schneider, Gerhard
utue.personen.roh	Lahmer, Tobias
utue.personen.roh	Straub, Andreas
utue.personen.roh	Meiser, Andreas
utue.personen.roh	Weiss, Manfred
utue.personen.roh	Jungwirth, Bettina
utue.personen.roh	Wappler, Frank
utue.personen.roh	Meybohm, Patrick
utue.personen.roh	Herrmann, Johannes
utue.personen.roh	Malek, Nisar
utue.personen.roh	Kohlbacher, Oliver
utue.personen.roh	Biergans, Stephanie
utue.personen.roh	Rosenberger, Peter
dcterms.isPartOf.ZSTitelID	Critical Care	de_DE
dcterms.isPartOf.ZS-Issue	Article 295	de_DE
dcterms.isPartOf.ZS-Volume	25	de_DE
utue.fakultaet	04 Medizinische Fakultät	de_DE
utue.fakultaet	07 Mathematisch-Naturwissenschaftliche Fakultät	de_DE