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title: "
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license: cc-by-nc-sa-4.0
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configs:
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- config_name: metadata
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data_files: "metadata.csv"
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# LUNA25
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The [LUNA25 challenge](https://luna25.grand-challenge.org/) serves as a benchmark for lung nodule detection in low-dose CT scans.
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## Steps to recreate
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1. Use `scripts/convert_nifti.py` and `scripts/convert_nifti.sh` to convert LUNA25 `.mha` files to `.nii.gz`.
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2. Install [TotalSegmentator](https://github.com/wasserth/TotalSegmentator)
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3. Run
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```text
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```
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For full list of package versions, see [requirements.txt](requirements.txt).
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title: "LUNA25_TS_seg"
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license: cc-by-nc-sa-4.0
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configs:
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- config_name: metadata
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data_files: "metadata.csv"
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# LUNA25 TS Segmentations
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The [LUNA25 challenge](https://luna25.grand-challenge.org/) serves as a benchmark for evaluating lung nodule detection in low-dose CT scans. This repository includes segmentations generated using [TotalSegmentator](https://github.com/wasserth/TotalSegmentator) for the `total`, `lung_vessels`, and `lung_nodules` tasks. Note: Segmentation volumes have not been independently verified and are supplied "as is".
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## Steps to recreate
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1. Use `scripts/convert_nifti.py` and `scripts/convert_nifti.sh` to convert LUNA25 `.mha` files to `.nii.gz`.
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2. Install [TotalSegmentator](https://github.com/wasserth/TotalSegmentator).
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3. Run TS segmentation scripts (written for parallel execution):
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- `scripts/ts_total.sh`
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- `scripts/ts_lung_vessels.sh`
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- `scripts/ts_lung_nodules.sh`
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4. Run `scripts/get_metadata.py` to get metadata for detected lung nodules.
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```text
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Installation Info:
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- Date installed: Mar 6, 2025.
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- Python version: 3.9.15
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- TotalSegmentator version: 2.7.0
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```
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For full list of package versions, see [requirements.txt](requirements.txt).
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