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Lyu, Xinrui; Fan, Bowen; Hüser, Matthias; Hartout, Philip; Gumbsch, Thomas; Faltys, Martin; Merz, Tobias M; Rätsch, Gunnar; Borgwardt, Karsten (2024). An empirical study on KDIGO-defined acute kidney injury prediction in the intensive care unit. Bioinformatics, 40(Suppl. 1), i247-i256. Oxford University Press 10.1093/bioinformatics/btae212
Egli, Adrian; Battegay, Manuel; Büchler, Andrea C; Bühlmann, Peter; Calandra, Thierry; Eckert, Philippe; Furrer, Hansjakob; Greub, Gilbert; Jakob, Stephan M.; Kaiser, Laurent; Leib, Stephen L.; Marsch, Stephan; Meinshausen, Nicolai; Pagani, Jean-Luc; Pugin, Jerome; Rätsch, Gunnar; Schrenzel, Jacques; Schüpbach, Reto; Siegemund, Martin; Zamboni, Nicola; ... (2020). SPHN/PHRT: Forming a Swiss-Wide Infrastructure for Data-Driven Sepsis Research. Studies in health technology and informatics, 270, pp. 1163-1167. IOS Press 10.3233/SHTI200346
Hyland, Stephanie L; Faltys, Martin; Hüser, Matthias; Lyu, Xinrui; Gumbsch, Thomas; Esteban, Cristóbal; Bock, Christian; Horn, Max; Moor, Michael; Rieck, Bastian; Zimmermann, Marc; Bodenham, Dean; Borgwardt, Karsten; Rätsch, Gunnar; Merz, Tobias M. (2020). Early prediction of circulatory failure in the intensive care unit using machine learning. Nature medicine, 26(3), pp. 364-373. Springer Nature 10.1038/s41591-020-0789-4
