Federated learning, ethics, and the double black box problem in medical AI

Joshua Hatherley, Anders Søgaard, Angela Ballantyne +1

Federated learning (FL) is a machine learning approach that allows multiple devices or institutions to collaboratively train a model without sharing their local data with a third-p…