[Medical ML] Federated Learning for Privacy-Preserving Medical AI Training: Multi-Institutional Collaboration Without Data Sharing

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Authors: Oleh Ivchenko, Dmytro Grybeniuk
Cited by: 0

Abstract

Part of the Medical ML Research Series: Machine Learning for Medical Diagnosis in Ukrainian Healthcare. Published on Stabilarity Research Hub.

Fields of Study & Subjects

Privacy-Preserving Technologies in Data Artificial Intelligence in Healthcare and Education Domain Adaptation and Few-Shot Learning

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
12 February 2026
Language
EN