| # Third-party provenance and licenses |
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| This repository distributes BodyCompositionCT-ResEncM trained weights, |
| documentation, metadata, and nnU-Net training and evaluation records. Source |
| CT images, source annotations, upstream checkpoints, and third-party code are |
| not redistributed. |
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| | Material or software | Use | Upstream terms | |
| | --- | --- | --- | |
| | SAROS segmentations and split metadata | Sparse reviewed body-region labels used during target construction | CC BY 4.0; [dataset](https://doi.org/10.25737/SZ96-ZG60), [paper](https://doi.org/10.1038/s41597-024-03337-6) | |
| | SAROS source CT images | Training images | Collection-specific TCIA terms, including TCIA Restricted, CC BY 3.0, CC BY-NC 3.0, and CC BY 4.0; not redistributed. [SAROS/TCIA page](https://wiki.cancerimagingarchive.net/pages/viewpage.action?pageId=157287899) | |
| | BOA Task542 body-region weights | Dense body-region predictions used during target construction | MIT; [weights](https://doi.org/10.5281/zenodo.7918824), [paper](https://doi.org/10.1097/RLI.0000000000001040) | |
| | TotalSegmentator v2 CT dataset | Training CT images and anatomical labels | CC BY 4.0; [dataset](https://doi.org/10.5281/zenodo.10047292) | |
| | TotalSegmentator `total` and `body` tasks | Anatomical corrections and exclusions | Apache-2.0; [repository](https://github.com/wasserth/TotalSegmentator), [paper](https://doi.org/10.1148/ryai.230024) | |
| | nnU-Net v2 and residual-encoder configuration | Training framework and model architecture | Apache-2.0; [repository](https://github.com/MIC-DKFZ/nnUNet), [nnU-Net paper](https://doi.org/10.1038/s41592-020-01008-z), [residual-encoder paper](https://doi.org/10.48550/arXiv.2404.09556) | |
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| CC BY 4.0 applies to the BodyCompositionCT trained weights, documentation, |
| metadata, and included training/evaluation records. Source data, source labels, |
| upstream checkpoints, and third-party code are not included and remain under |
| their original terms. The listed upstream terms do not impose a |
| non-commercial or share-alike condition on this model package. |
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| The target construction used the open TotalSegmentator `total` and `body` |
| tasks, not the separately licensed `tissue_types` or `vertebrae_body` tasks. |
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