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0003_kits21/README_0003_kits21.md
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# The Kidney and Kidney Tumor Segmentation Challenge (KiTS21)
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## License
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**CC BY-NC-SA 4.0**
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[Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License](https://creativecommons.org/licenses/by-nc-sa/4.0/)
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## Citation
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Paper BibTeX:
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```bibtex
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@article{heller2021state,
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title={The state of the art in kidney and kidney tumor segmentation in contrast-enhanced CT imaging: Results of the KiTS19 challenge},
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author={Heller, Nicholas and Isensee, Fabian and Maier-Hein, Klaus H and Hou, Xiaoshuai and Xie, Chunmei and Li, Fengyi and Nan, Yang and Mu, Guangrui and Lin, Zhiyong and Han, Miofei and others},
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journal={Medical image analysis},
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volume={67},
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pages={101821},
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year={2021},
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publisher={Elsevier}
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}
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```
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## Dataset description
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KiTS21 builds on the KiTS19 challenge, which aimed to advance automatic 3D kidney and kidney tumor segmentation in contrast-enhanced CT scans. It provides a curated set of manually annotated volumes for benchmarking deep learning methods and supports an open leaderboard for ongoing evaluation.
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**KiTS21 challenge homepage**: https://kits-challenge.org/kits23/
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**KiTS21 challenge design**: https://zenodo.org/records/4674397
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**Number of CT volumes**: 300
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**Contrast**: Contrast-enhanced
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**CT body coverage**: Abdomen (occasional chest/pelvis coverage)
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**Does the dataset include any ground truth annotations?** Yes
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**Original GT annotation targets**: Kidney, kidney tumor, kidney cyst
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**Number of annotated CT volumes**: 300
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**Annotator**: Human
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**Acquisition centers**: Multiple, with varied scanner brands; predominantly from Minnesota, North Dakota, and western Wisconsin
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**Pathology/Disease**: Kidney tumors
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**Original dataset download link**: https://github.com/neheller/kits21/blob/master/README.md
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**Original dataset format**: nifti
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## Note
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These 300 volumes correspond to the KiTS21 training split, which includes all cases from the train and test splits of KiTS19.
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