Stony Brook University

A neuro-oncology foundation model for brain tumor MRI that uses distributionally robust self-supervised pretraining to predict molecular markers and survival across institutions.

AlphaFold fine-tuned via OpenFold on 944 high-resolution MHC-peptide crystal structures, achieving median peptide RMSD of 0.65 Å on held-out complexes.