Federated Learning for ICD Classification with Lightweight Models and Pretrained Embeddings

Binbin Xu, Gérard Dray

This study investigates the feasibility and performance of federated learning (FL) for multi-label ICD code classification using clinical notes from the MIMIC-IV dataset. Unlike pr…