Generating virtual patient data for in-silico clinical trials of medical devices during extracorporeal membrane oxygenationtreatment
Micha Landoll, Yifei Huang, Filippo Follegot, Stephan Eric Straßmann, Ulrich Steinseifer, Christian Karagiannidis, Michael Neidlin
This paper generates synthetic EHR data for ECMO patients using CTGAN to address privacy and data scarcity issues, enabling in-silico clinical trials.
bioRxiv · Sep 3, 2024 · PreprintBioinformatics