Qing-Chao Chen

A generalizable structural brain MRI foundation model built through dual-priority federated pretraining

Foundation models hold promise for generalizable analysis of structural brain magnetic resonance imaging (MRI) across development, aging and disease. However, existing models are typically built through centralized pretraining on pooled data, despite privacy and governance constraints. Such pooling optimization can ove...