Graph foundation model for fMRI brain networks, pretrained across 27 datasets with graph and language prompts for zero-shot disorder classification.
EPFL / Lehigh University / Walter and Eliza Hall Institute of Medical Research / University of Melbourne
Released August 15, 2025
De novo transmembrane protein design by joint all-heavy-atom sequence and structure diffusion, validated by a 1.7 A crystal structure.
Chinese University of Hong Kong / Massachusetts General Hospital / Yonsei University / University of Sydney / Peking University / University of Georgia / Lehigh University / Emory University
Released June 11, 2025
Spatiotemporal foundation model that learns representations directly from 4D functional MRI volumes for disease diagnosis and phenotype prediction.
Lehigh University / University of Georgia / Stanford University / Massachusetts General Hospital / University of Pennsylvania / University of Central Florida / UC Santa Cruz / UTHealth Houston / Mayo Clinic / Samsung Research America
Released August 7, 2024
Open-source, lightweight generalist vision-language foundation model for diverse biomedical imaging and text tasks.