TractShapeNet: Efficient Multi-Shape Learning with 3D Tractography Point Clouds

This repository provides the official implementation of the paper:

Lo, Yui; Chen, Yuqian; Liu, Dongnan; Legarreta, Jon Haitz; Zekelman, Leo; Zhang, Fan; Rushmore, Jarrett; Rathi, Yogesh; Makris, Nikos; Golby, Alexandra J.; Cai, Weidong; O'Donnell, Lauren J.
TractShapeNet: Efficient Multi-Shape Learning with 3D Tractography Point Clouds.
In 2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI), pp. 1–5. IEEE, April 2025.
📄 View on arXiv

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📑 Citation

If you use this code or dataset, please cite our paper:

@inproceedings{lo2025tractshapenet,
  title={TractShapeNet: Efficient Multi-Shape Learning with 3D Tractography Point Clouds},
  author={Lo, Yui and Chen, Yuqian and Liu, Dongnan and Legarreta, Jon Haitz and Zekelman, Leo and Zhang, Fan and Rushmore, Jarrett and Rathi, Yogesh and Makris, Nikos and Golby, Alexandra J and Cai, Weidong and O'Donnell, Lauren J},
  booktitle={2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)},
  pages={1--5},
  year={2025},
  organization={IEEE}
}