Spaces:
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Runtime error
Anirudh Balaraman commited on
Commit Β·
5d668a6
1
Parent(s): cdbf248
update HF space repo
Browse files- .github/workflows/ci.yaml +1 -1
- README.md +2 -2
- docs/index.md +1 -1
.github/workflows/ci.yaml
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@@ -40,7 +40,7 @@ jobs:
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HF_TOKEN: ${{ secrets.HF_TOKEN }}
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# Replace with your HF username and Space name
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HF_USERNAME: "anirudh0410"
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SPACE_NAME: "
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run: |
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# Create a temporary file with the metadata
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echo "---" > hf_header.txt
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HF_TOKEN: ${{ secrets.HF_TOKEN }}
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# Replace with your HF username and Space name
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HF_USERNAME: "anirudh0410"
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+
SPACE_NAME: "Prostate-Inference"
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run: |
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# Create a temporary file with the metadata
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echo "---" > hf_header.txt
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README.md
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</p>
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<p align="center">
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<a href="https://huggingface.co/spaces/anirudh0410/
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<img src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces-blue" alt="Hugging Face Spaces">
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</a>
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<a href="https://github.com/anirudhbalaraman/WSAttention-Prostate/actions/workflows/ci.yaml">
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Predicts PI-RADS score and risk of clinically significant prostate cancer (csPCa) from T2-Weighted (T2W), Diffusion Weighted Imaging (DWI) and Apparent Diffusion Coefficient (ADC) sequences of bi-paramteric MRI (bpMRI).
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## π Platform Access
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Real-time inference via [GUI](https://huggingface.co/spaces/anirudh0410/
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## β Abstract
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</p>
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<p align="center">
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+
<a href="https://huggingface.co/spaces/anirudh0410/Prostate-Inference">
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<img src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces-blue" alt="Hugging Face Spaces">
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</a>
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<a href="https://github.com/anirudhbalaraman/WSAttention-Prostate/actions/workflows/ci.yaml">
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Predicts PI-RADS score and risk of clinically significant prostate cancer (csPCa) from T2-Weighted (T2W), Diffusion Weighted Imaging (DWI) and Apparent Diffusion Coefficient (ADC) sequences of bi-paramteric MRI (bpMRI).
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## π Platform Access
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Real-time inference via [GUI](https://huggingface.co/spaces/anirudh0410/Prostate-Inference)
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## β Abstract
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docs/index.md
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WSAttention-Prostate is a two-stage deep learning pipeline that predicts clinically significant prostate cancer (csPCa) risk and PI-RADS score (2 to 5) from T2W, DWI, and ADC bpMRI sequences. The backbone is a patch based 3D Multiple-Instance Learning (MIL) model pre-trained to classify PI-RADS scores and fine-tuned to predict csPCa risk β all without requiring lesion-level annotations.
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π‘ **GUI for real-time inference available at [Hugging Face Spaces](https://huggingface.co/spaces/anirudh0410/
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## Key Features
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WSAttention-Prostate is a two-stage deep learning pipeline that predicts clinically significant prostate cancer (csPCa) risk and PI-RADS score (2 to 5) from T2W, DWI, and ADC bpMRI sequences. The backbone is a patch based 3D Multiple-Instance Learning (MIL) model pre-trained to classify PI-RADS scores and fine-tuned to predict csPCa risk β all without requiring lesion-level annotations.
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π‘ **GUI for real-time inference available at [Hugging Face Spaces](https://huggingface.co/spaces/anirudh0410/Prostate-Inference)**
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## Key Features
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