Methods and Impact for Using Federated Learning to Collaborate on Clinical Research.

This study demonstrates the feasibility of implementing a federated network for multi-institutional collaboration among clinicians and using FL to conduct machine learning research, thereby opening a new paradigm for neurosurgical collaboration.