Ludi Li

Benchmark Evaluation of Feredated Learning on Multi-organ Images

Junbin Mao, Xu Tian, Jianchun Zhu, Ludi Li, Jin Liu

The privacy requirements of medical data and its substantial variations across organs and modalities hinder the clinical implementation of medical AI. Federated learning (FL) is a feasible approach to overcome these challenges. Due to the continuous emergence of FL algorithms and…Read more