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  <img src="patho_bench_public.png" alt="Patho-Bench" style="width: 38%;" align="right"/>
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- **Patho-Bench is designed for high-throughput evaluations of patch and slide encoder foundation models for whole-slide images (WSIs).**
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  This HuggingFace repository contains the data splits for the public Patho-Bench tasks. Please visit our codebase on [GitHub](https://github.com/mahmoodlab/Patho-Bench) for the full codebase and benchmark implementation.
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- This project was developed by the [Mahmood Lab](https://faisal.ai/) at Harvard Medical School and Brigham and Women's Hospital.
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  > [!NOTE]
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  > Contributions are welcome! If you'd like to submit a new dataset and/or task for inclusion in Patho-Bench, please reach out to us via the [Issues](https://github.com/mahmoodlab/Patho-Bench/issues) tab of our Github repo.
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  | **Survival Prediction** | Predicting survival outcomes and risk stratification | 6 |
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  ## 🔥 Latest updates
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- - **January 2025**: Patho-Bench is now available on HuggingFace.
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  ## ⚡ Installation
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  Install the required packages:
 
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  <img src="patho_bench_public.png" alt="Patho-Bench" style="width: 38%;" align="right"/>
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+ **Patho-Bench is designed to evaluate patch and slide encoder foundation models for whole-slide images (WSIs).**
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  This HuggingFace repository contains the data splits for the public Patho-Bench tasks. Please visit our codebase on [GitHub](https://github.com/mahmoodlab/Patho-Bench) for the full codebase and benchmark implementation.
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+ This project was developed by the [Mahmood Lab](https://faisal.ai/) at Harvard Medical School and Brigham and Women's Hospital. This work was funded by NIH NIGMS R35GM138216.
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  > [!NOTE]
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  > Contributions are welcome! If you'd like to submit a new dataset and/or task for inclusion in Patho-Bench, please reach out to us via the [Issues](https://github.com/mahmoodlab/Patho-Bench/issues) tab of our Github repo.
 
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  | **Survival Prediction** | Predicting survival outcomes and risk stratification | 6 |
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  ## 🔥 Latest updates
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+ - **February 2025**: Patho-Bench is now available on HuggingFace.
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  ## ⚡ Installation
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  Install the required packages: