Understanding Clinical Collaborations Through Federated Classifier Selection

Sebastian Caldas, Joo Heung Yoon, Michael R. Pinsky, Gilles Clermont, Artur Dubrawski

Abstract: Deriving true clinical utility from models trained on multiple hospitals’ data is a key challenge in the adoption of Federated Learning (FL) systems in support of clinical collaborations. When util...