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An integrated academic health system in Boston built on two teaching hospitals, combining patient care, medical education, and biomedical research.
Mahmood Lab / Harvard Medical School / Mass General Brigham / Beth Israel Deaconess Medical Center
Released July 27, 2026
Spatial proteomics foundation model for multiplex immunofluorescence, with a 268-marker vocabulary and marker-conditioned 768-dimensional embeddings.
Harvard University / MIT / Wyss Institute for Biologically Inspired Engineering / Beth Israel Deaconess Medical Center / Harvard Medical School / Brigham and Women's Hospital / Mass General Brigham
Released May 23, 2025
Distribution-level representation learning that embeds whole cell populations, perturbation responses, and sequence sets, not individual data points.
Mass General Brigham / Maastricht University / Brigham and Women's Hospital / Dana-Farber Cancer Institute / Harvard Medical School / Technical University of Munich
Released January 15, 2025
3D vision foundation model for computed tomography, contrastively pretrained on 148,000 scans for segmentation, triage, retrieval, and concept search.
Mass General Brigham / Dana-Farber Cancer Institute / Brigham and Women's Hospital / Harvard Medical School / Boston Children's Hospital
Released December 2, 2024
Self-supervised vision foundation model for structural brain MRI, providing a reusable encoder for brain age, survival, and image classification.
Mahmood Lab / Mass General Brigham / Harvard Medical School / Brigham and Women's Hospital / Dana-Farber Cancer Institute / Broad Institute / Harvard University / MIT / Helmholtz Munich / Technical University of Munich / Emory University / Pusan National University / University of Tokyo / National Cancer Center Japan
Released December 2, 2024
Histopathology patch encoder turning 512x512 tiles into 768-dimensional features, trained with a CoCa objective on 1.26 million captioned images.