NYU Grossman School of Medicine

Self-supervised colorectal histopathology model turning H&E tiles into interpretable phenotype clusters and a disease-free survival risk score.

Multimodal brain MRI foundation model pretrained on 1.55M T1w, T2w and FLAIR scans with a Mixture-of-Experts encoder and latent predictive objective.

Transformer tractography model for mouse-brain diffusion MRI, guided by axonal priors learned from Allen Mouse Brain Connectivity Atlas streamlines.

Self-supervised 3D vision foundation model for non-contrast head CT, pretrained on 361,663 scans to detect a broad range of intracranial disease.

Breast cancer recurrence risk read from an H&E slide and six routine clinical variables, using a frozen pan-cancer pathology encoder.

Transformer neural speech decoder for intracranial ECoG and sEEG contacts at arbitrary cortical positions, generalizing to unseen participants.