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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 2.2k 388

  2. PyMIC PyMIC Public

    Python 346 53

  3. SimpleCRF SimpleCRF Public

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

    C++ 164 35

  4. COPLE-Net COPLE-Net Public

    COVID-19 Pneumonia Lesion segmentation network

    Python 87 16

  5. MIDeepSeg MIDeepSeg Public

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

    Python 122 27

  6. DTC DTC Public

    Semi-supervised Medical Image Segmentation through Dual-task Consistency

    Python 291 47

Repositories

Showing 10 of 36 repositories
  • DMSPS Public

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

    HiLab-git/DMSPS’s past year of commit activity
    Python 8 0 2 0 Updated Nov 4, 2024
  • UGTST Public
    HiLab-git/UGTST’s past year of commit activity
    10 0 0 0 Updated Oct 21, 2024
  • PyMIC_examples Public

    examples of using PyMIC for medical image computing with deep learning

    HiLab-git/PyMIC_examples’s past year of commit activity
    Python 33 4 6 0 Updated Oct 4, 2024
  • PyMIC Public
    HiLab-git/PyMIC’s past year of commit activity
    Python 346 Apache-2.0 53 9 0 Updated Oct 4, 2024
  • UM-CAM Public
    HiLab-git/UM-CAM’s past year of commit activity
    Python 4 0 0 0 Updated Sep 14, 2024
  • WORD Public

    [MedIA2022]WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image

    HiLab-git/WORD’s past year of commit activity
    Python 152 GPL-3.0 19 3 0 Updated Sep 4, 2024
  • IPLC Public
    HiLab-git/IPLC’s past year of commit activity
    Python 4 1 2 0 Updated Aug 16, 2024
  • Paper-Reading-Group Public

    List shared papers in our group

    HiLab-git/Paper-Reading-Group’s past year of commit activity
    64 13 1 2 Updated Aug 12, 2024
  • HiLab-git/LCOVNet-and-KD’s past year of commit activity
    Python 26 2 2 0 Updated Aug 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 2,200 MIT 388 33 0 Updated Jul 4, 2024

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