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googlcolab

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Multi-task deep learning pipeline that segments spine CT scans into 18 vertebra levels (Swin UNETR) and classifies each detected vertebra for metastatic lesion type (Normal/Lytic/Blastic/Mixed) using a 3D CNN — trained on TCIA's Spine-Mets-CT-SEG dataset.

  • Updated Aug 2, 2026
  • Jupyter Notebook

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