BrainTaskonomy: Learning How to Pretrain and What to Transfer in fMRI Foundation Models

Junfeng Xia, Wenhao Ye, Junxiang Zhang +3

fMRI foundation models increasingly aggregate heterogeneous data across brain states, cohorts, and acquisition settings, yet pretraining domains are commonly treated as a flat mixt…