Federated Learning in Multi-Center Critical Care Research: A Systematic
Case Study using the eICU Database

Federated Learning in Multi-Center Critical Care Research: A Systematic Case Study using the eICU Database

20 April 2022

Ashkan Soleymani

Annika Buchholz

Stefan Bauer

Papers citing "Federated Learning in Multi-Center Critical Care Research: A Systematic Case Study using the eICU Database"

4 / 4 papers shown

Title
Advances and Open Problems in Federated Learning Peter Kairouz H. B. McMahan Brendan Avent A. Bellet M. Bennis ... Zheng Xu Qiang Yang Felix X. Yu Han Yu Sen Zhao FedML AI4CE 234 6,252 0 10 Dec 2019
Federated and Differentially Private Learning for Electronic Health Records Stephen Pfohl Andrew M. Dai Katherine A. Heller OOD FedML 44 50 0 13 Nov 2019
Patient Clustering Improves Efficiency of Federated Machine Learning to predict mortality and hospital stay time using distributed Electronic Medical Records Li Huang Dianbo Liu OOD FedML 66 368 0 22 Mar 2019
Qualitatively characterizing neural network optimization problems Ian Goodfellow Oriol Vinyals Andrew M. Saxe ODL 108 522 0 19 Dec 2014