2 citations · 2 across the 1 of their papers we have counts for
3 papers
Multi-center Medical Data Mining with FL-Net - A One-stop Shop for Federated Learning
Simon Süwer, Julian Klemm, Elisa Acitelli +38
Federated learning enables collaborative training without sharing patient-level data, but most studies remain simulations. Based on five requirements derived from the literature, w…
Unraveling cradle-to-grave disease trajectories from multilayer comorbidity networks
Elma Dervić, Johannes Sorger, Liuhuaying Yang +5
We aim to comprehensively identify typical life-spanning trajectories and critical events that impact patients' hospital utilization and mortality. We use a unique dataset containi…
Identification of gatekeeper diseases on the way to cardiovascular mortality
Nils Haug, Stefan Thurner, Alexandra Kautzky-Willer +2
Multimorbidity, the co-occurrence of two or more chronic diseases such as diabetes, obesity or cardiovascular diseases in one patient, is a frequent phenomenon. To make care more e…