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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.
Mahmood Lab / Brigham and Women's Hospital / Harvard Medical School / Broad Institute / Dana-Farber Cancer Institute / Beth Israel Deaconess Medical Center / Stanford University / The Ohio State University / University of Tübingen
Released June 3, 2025
Spatial proteomics foundation model, marker-aware and panel-agnostic, pretrained on 47 million multiplexed tissue-imaging patches from 175 markers.
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.