Hybrid Federated and Split Learning for Privacy Preserving Clinical Prediction and Treatment Optimization

Farzana Akter, Rakib Hossain, Deb Kanna Roy Toushi +3

Collaborative clinical decision support is often constrained by governance and privacy rules that prevent pooling patient-level records across institutions. We present a hybrid pri…