Mind the Gap: Federated Learning Broadens Domain Generalization in Diagnostic AI Models

1 code implementation • 1 Oct 2023 • Soroosh Tayebi Arasteh, Christiane Kuhl, Marwin-Jonathan Saehn, Peter Isfort, Daniel Truhn, Sven Nebelung

So far, the impact of training strategy, i. e., local versus collaborative, on the diagnostic on-domain and off-domain performance of AI models interpreting chest radiographs has not been assessed.

Domain Generalization Federated Learning +2