Zhiyuan Wei

Federated and privacy-preserving learning in neurological imaging: a systematic review of frameworks, applications, and evidence gaps

This systematic review surveys the neurological imaging data distinct features of high dimensionality, clinical sensitivity, and inter-institutional variability that require the application of FL with privacy-preserving methods protocols specifically to medical imaging in general.