most citedEarly prediction of the risk of ICU mortality with Deep Federated Learning

14 citations · 14 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2022★ 14 cited

Early prediction of the risk of ICU mortality with Deep Federated Learning

Korbinian Randl, Núria Lladós Armengol, Lena Mondrejevski +1

Intensive Care Units usually carry patients with a serious risk of mortality. Recent research has shown the ability of Machine Learning to indicate the patients' mortality risk and…

cs.LG2022

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

Lena Mondrejevski, Ioanna Miliou, Annaclaudia Montanino +3

Although Machine Learning (ML) can be seen as a promising tool to improve clinical decision-making for supporting the improvement of medication plans, clinical procedures, diagnose…