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monailabel

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🏆 4th place - AI for Life Hackathon, 2026. Fine-tuned SAM-Med3D (3D Segment Anything) for interactive segmentation of the mitral valve in 3D echocardiography, adding a boundary-aware loss, a refinement stage, and an adaptive ROI-expansion algorithm, plus a MONAI Label / 3D Slicer annotation tool.

  • Updated Jul 30, 2026
  • Python

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