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uni2 added#50

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drgmo wants to merge 2 commits intoKatherLab:mainfrom
drgmo:dev_gurcan
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uni2 added#50
drgmo wants to merge 2 commits intoKatherLab:mainfrom
drgmo:dev_gurcan

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@drgmo
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@drgmo drgmo commented Mar 12, 2025

I have integrated the feature extractor UNI2-h into the stamp protocol. Below are the details and credits for this component:

Developed by: Mahmood Lab AI for Pathology @ Harvard/BWH
Model Type: Pretrained vision backbone (ViT-H/14 via DINOv2) for multi-purpose evaluation on histopathology images
Pretraining Dataset: Over 200 million image tiles sampled from over 350k diverse H&E and IHC slides sourced from Mass General Brigham
Repository: https://github.com/mahmoodlab/UNI
Paper: https://www.nature.com/articles/s41591-024-02857-3
License: CC-BY-NC-ND-4.0

@georg-wolflein
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georg-wolflein commented Mar 16, 2025

Thanks for your contribution @drgmo. UNI2 will be part of STAMP when #49 is merged (probably tomorrow), which introduces a number of other feature extractors as well thanks to @EzicStar.

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