Exploratory Analysis of Federated Learning Methods with Differential Privacy on MIMIC-III

no code implementations • 8 Feb 2023 • Aron N. Horvath, Matteo Berchier, Farhad Nooralahzadeh, Ahmed Allam, Michael Krauthammer

Methods: We present an extensive evaluation of the impact of different federation and differential privacy techniques when training models on the open-source MIMIC-III dataset.

Federated Learning