Early prediction of the risk of ICU mortality with Deep Federated Learning - Randl, Korbinian; Llados Armengol, Nuria; Mondrejevski, Lena; Miliou, Ioanna (Proceedings / IEEE International Symposium on Computer-Based Medical Systems, 2023)
Keywords: Data models; Data privacy; Early Mortality Prediction; Federated learning; Hospitals; Intensive Care Unit; Measurement; MIMICs; Multivariate Time Series; Recurrent Neural Networks; Regulation