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Diffusion transformer for virtual tissue synthesis, generating H&E histopathology patches conditioned on spatial gene expression and morphology.
ETH Zurich / EPFL / University of Basel / University Hospital Basel / Idiap Research Institute / Icahn School of Medicine at Mount Sinai
Released March 24, 2025
Histopathology foundation model pretrained with DINOv2 on tiles chosen by unsupervised hierarchical clustering over 350 million whole-slide tiles.
Ataraxis AI / NYU Grossman School of Medicine / New York University / Karmanos Cancer Institute / Cancer Center Baselland / The Catholic University of Korea / University of Chicago / Memorial Sloan Kettering Cancer Center / University of Aberdeen / University Hospital Basel / Cancer Research Malaysia / Omica.bio / Vilnius University / Providence / UPMC Hillman Cancer Center / Northwell Health / Yale University / Meta AI
Released October 28, 2024
Breast cancer recurrence risk read from an H&E slide and six routine clinical variables, using a frozen pan-cancer pathology encoder.