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Healthcare Intelligence Laboratory

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  1. SSL4MIS SSL4MIS Public

    Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

    Python 2.1k 376

  2. PyMIC PyMIC Public

    Python 335 53

  3. SimpleCRF SimpleCRF Public

    matlab and python wrap of crf and dense crf, both 2d and 3d are supported

    C++ 161 34

  4. COPLE-Net COPLE-Net Public

    COVID-19 Pneumonia Lesion segmentation network

    Python 87 15

  5. MIDeepSeg MIDeepSeg Public

    [MedIA2021]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning

    Python 120 27

  6. DTC DTC Public

    Semi-supervised Medical Image Segmentation through Dual-task Consistency

    Python 279 48

Repositories

Showing 10 of 35 repositories
  • IPLC Public
    HiLab-git/IPLC’s past year of commit activity
    1 0 0 0 Updated Jul 6, 2024
  • SSL4MIS Public

    Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

    HiLab-git/SSL4MIS’s past year of commit activity
    Python 2,065 MIT 376 33 0 Updated Jul 4, 2024
  • UGTST Public
    HiLab-git/UGTST’s past year of commit activity
    2 0 0 0 Updated Jul 4, 2024
  • Paper-Reading-Group Public

    List shared papers in our group

    HiLab-git/Paper-Reading-Group’s past year of commit activity
    59 13 1 2 Updated Jul 3, 2024
  • DMSPS Public

    Dynamically Mixed Soft Pseudo-label Supervision for Scribble-Supervised Medical Image Segmentation

    HiLab-git/DMSPS’s past year of commit activity
    Python 0 0 0 0 Updated Jun 19, 2024
  • UPL-SFDA Public
    HiLab-git/UPL-SFDA’s past year of commit activity
    Python 18 2 1 0 Updated Jun 16, 2024
  • FPL-plus Public

    FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation

    HiLab-git/FPL-plus’s past year of commit activity
    Python 11 0 0 0 Updated Jun 3, 2024
  • DCA-Net Public
    HiLab-git/DCA-Net’s past year of commit activity
    Python 6 1 2 0 Updated May 19, 2024
  • PyMIC Public
    HiLab-git/PyMIC’s past year of commit activity
    Python 335 Apache-2.0 53 7 0 Updated May 1, 2024
  • CDMA Public

    offical code for: Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions. MICCAI 2023.

    HiLab-git/CDMA’s past year of commit activity
    Python 47 4 6 0 Updated Apr 17, 2024

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