FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction

1 code implementation • 30 May 2022 • Lena Mondrejevski, Ioanna Miliou, Annaclaudia Montanino, David Pitts, Jaakko Hollmén, Panagiotis Papapetrou

Thus, the federated approach can be seen as a valid and privacy-preserving alternative to centralized machine learning for classifying ICU mortality when sharing sensitive patient data between hospitals is not possible.

BIG-bench Machine Learning Binary Classification +7