@article{MaguniaLedererVerbuechelnetal.2021, author = {Harry Magunia and Simone Lederer and Raphael Verbuecheln and Bryant Joseph Gilot and Michael Koeppen and Helene A. Haeberle and Valbona Mirakaj and Pascal Hofmann and Gernot Marx and Johannes Bickenbach and Boris Nohe and Michael Lay and Claudia Spies and Andreas Edel and Fridtjof Schiefenh{\"o}vel and Tim Rahmel and Christian Putensen and Timur Sellmann and Thea Koch and Timo Brandenburger and Detlef Kindgen-Milles and Thorsten Brenner and Marc Berger and Kai Zacharowski and Elisabeth Adam and Matthias Posch and Onnen Moerer and Christian S. Scheer and Daniel Sedding and Markus A. Weigand and Falk Fichtner and Carla Nau and Florian Pr{\"a}tsch and Thomas Wiesmann and Christian Koch and Gerhard Schneider and Tobias Lahmer and Andreas Straub and Andreas Meiser and Manfred Weiss and Bettina Jungwirth and Frank Wappler and Patrick Meybohm and Johannes Herrmann and Nisar Malek and Oliver Kohlbacher and Stephanie Biergans and Peter Rosenberger}, title = {Machine learning identifies ICU outcome predictors in a multicenter COVID-19 cohort}, journal = {Critical Care}, volume = {25}, doi = {10.1186/s13054-021-03720-4}, year = {2021}, }