From Isolation to Collaboration: Federated Class-Heterogeneous Learning for Chest X-Ray Classification

Pranav Kulkarni, Adway Kanhere, Paul H. Yi +1

Federated learning (FL) is a promising paradigm to collaboratively train a global chest x-ray (CXR) classification model using distributed datasets while preserving patient privacy…