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@@ -31,7 +31,7 @@ Phikon-v2 is evaluated on external cohorts to avoid any data contamination with
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  - **Developed by:** Owkin, Inc
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  - **Model type:** Pretrained vision backbone (ViT-L/16 via DINOv2)
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  - **Pretraining dataset:** PANCAN-XL, sourced from public histology collections (TCGA, CPTAC, GTEx, TCIA and others).
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- - **Paper:** to be released
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  - **License:** [Owkin non-commercical licence](https://huggingface.co/owkin/phikon-v2/blob/main/LICENSE.pdf)
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  ### How To Use (Feature Extraction)
 
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  - **Developed by:** Owkin, Inc
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  - **Model type:** Pretrained vision backbone (ViT-L/16 via DINOv2)
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  - **Pretraining dataset:** PANCAN-XL, sourced from public histology collections (TCGA, CPTAC, GTEx, TCIA and others).
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+ - **Paper:** [Arxiv](http://arxiv.org/abs/2409.09173)
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  - **License:** [Owkin non-commercical licence](https://huggingface.co/owkin/phikon-v2/blob/main/LICENSE.pdf)
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  ### How To Use (Feature Extraction)