BrainLM: A foundation model for brain activity recordings
Josue Ortega Caro, Antonio H. de O. Fonseca, Christopher L. Averill, Syed Asad Rizvi, Matteo Rosati, James M. Cross, Prateek Mittal, Emanuele Zappala, Daniel Levine, Rahul M. Dhodapkar, Insu Han, Amin Karbasi, Chadi G. Abdallah, David van Dijk
A masked-prediction model pretrained on 6,700 hours of fMRI that fine-tunes to predict clinical variables, forecasts future brain states, and recovers functional networks without supervision.
bioRxiv · Sep 12, 2023 · PreprintNeuroscience