Federated Learning-Based Model for Predicting Mortality: Systematic Review and Meta-Analysis

Abstract

This systematic review and meta-analysis demonstrate that FL can achieve similar performance to CML while conquering privacy risks in predicting mortality across various settings. Owing to the small number of studies and a moderate proportion of the high risk of bias, the effect estimates might be imprecise.

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• Link to publication in Scopus
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