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Semi-Supervised Knee Cartilage Segmentation With Successive Eigen Noise-Assisted Learning

Semi-supervised knee cartilage segmentation that reduces the labelled data required.

IEEE Transactions on Medical Imaging, 2025.

Note

Uses successive eigen noise perturbation in a semi-supervised setting to segment knee cartilage from MRI with fewer annotated volumes.

Reference

Semi-Supervised Knee Cartilage Segmentation With Successive Eigen Noise-Assisted Learning
IEEE Transactions on Medical Imaging, 2025.
https://scholar.google.com/scholar?q=%22Semi-Supervised%20Knee%20Cartilage%20Segmentation%20With%20Successive%20Eigen%20Noise-Assisted%20Learning%22

The publisher record holds the author list.

Details

  • TypeJournal article
  • AreasMedical imaging and computer vision, Foundation models for biology and medicine

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