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Khalifa University of Science and Technology / University of Western Australia
Released August 4, 2026
Whole-slide histopathology foundation model that fuses 10x, 20x, and 40x views by attending only between adjacent magnifications.
Concordia University / Centre hospitalier de l'Université de Montréal / Mila / Khalifa University of Science and Technology / McGill University / Université de Montréal
Released February 3, 2026
Histopathology tissue detection model that segments whole-slide thumbnails in a single SAM2 forward pass, replacing patch-wise slide preprocessing.
Khalifa University of Science and Technology / Information Technology University of the Punjab / University of Western Australia
Released April 26, 2025
Multi-resolution vision-language foundation model for histopathology, pretrained on 34M TCGA image-text pairs across four magnifications.