Cross-Domain Federated Learning in Medical Imaging

no code implementations • 18 Dec 2021 • Vishwa S Parekh, Shuhao Lai, Vladimir Braverman, Jeff Leal, Steven Rowe, Jay J Pillai, Michael A Jacobs

Federated learning is increasingly being explored in the field of medical imaging to train deep learning models on large scale datasets distributed across different data centers while preserving privacy by avoiding the need to transfer sensitive patient information.

Federated Learning Lesion Segmentation +3