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--- |
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license: cc-by-nc-sa-4.0 |
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--- |
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# ACDC Dataset |
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This is a pre-processed version of the original |
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[Automated Cardiac Diagnosis Challenge (ACDC) dataset](https://www.creatis.insa-lyon.fr/Challenge/acdc/databases.html). |
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Short-axis view images have been resampled to 1mm x 1mm x 10mm. Images have also been center cropped at the left |
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ventricle mask center. The size of each slice is 192 x 192 pixels. |
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Download the dataset using the following command: |
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```bash |
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from huggingface_hub import snapshot_download |
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data_dir = snapshot_download(repo_id="mathpluscode/ACDC", allow_patterns=["*.nii.gz", "*.csv"], repo_type="dataset") |
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``` |
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where `data_dir` is the directory where the dataset will be downloaded. The data structure is as follows: |
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``` |
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train.csv |
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train/ |
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├── patient001/ |
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│ ├── patient001_frame01.nii.gz |
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│ ├── patient001_frame01_gt.nii.gz |
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│ ├── patient001_frame12.nii.gz |
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│ ├── patient001_frame12_gt.nii.gz |
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├── patient002/ |
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├── ... |
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test/ |
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├── patient101/ |
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├── patient102/ |
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├── ... |
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``` |
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