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Machine learning project for classification of kidney cancer. Image processing and machine learning is carried out using Python, while Matlab handles advanced feature extraction. The approach uniquely leverages vascular network properties for RCC identification.

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RCC-VascularMorphClassify: Renal Cell Carcinoma Classification from Vascular Morphology (MICCAI 2021)

This is the official implementation of the paper "Renal Cell Carcinoma Classification from Vascular Morphology".

@inproceedings{xiao2021renal,
  title={Renal cell carcinoma classification from vascular morphology},
  author={Xiao, Rudan and Debreuve, Eric and Ambrosetti, Damien and Descombes, Xavier},
  booktitle={Medical Image Computing and Computer Assisted Intervention--MICCAI 2021: 24th International Conference, Strasbourg, France, September 27--October 1, 2021, Proceedings, Part VI 24},
  pages={611--621},
  year={2021},
  organization={Springer}
}