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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 2.3k 395

  2. PyMIC PyMIC Public

    Python 347 53

  3. SimpleCRF SimpleCRF Public

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

    C++ 167 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 123 27

  6. DTC DTC Public

    Semi-supervised Medical Image Segmentation through Dual-task Consistency

    Python 293 49

Repositories

Showing 10 of 38 repositories
  • SRPL-SFDA Public

    This is for SRPL-SFDA paper2025.

    HiLab-git/SRPL-SFDA’s past year of commit activity
    0 0 0 0 Updated Dec 19, 2024
  • A3-TTA Public
    HiLab-git/A3-TTA’s past year of commit activity
    0 0 0 0 Updated Dec 4, 2024
  • UPL-SFDA Public
    HiLab-git/UPL-SFDA’s past year of commit activity
    Python 25 4 2 0 Updated Nov 27, 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 Nov 15, 2024
  • PyMIC Public
    HiLab-git/PyMIC’s past year of commit activity
    Python 347 Apache-2.0 53 9 0 Updated Nov 15, 2024
  • SegRap2023 Public

    [SegRap2023]A challenge about organ-at-risk and gross-tumor-volume segmentation in adaptive radiotherapy hosted on MICCAI2023.

    HiLab-git/SegRap2023’s past year of commit activity
    Python 25 4 1 0 Updated Nov 12, 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 9 0 3 0 Updated Nov 4, 2024
  • UGTST Public
    HiLab-git/UGTST’s past year of commit activity
    14 0 0 0 Updated Oct 21, 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