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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 2k 374

  2. PyMIC PyMIC Public

    Python 330 53

  3. SimpleCRF SimpleCRF Public

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

    C++ 160 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 118 27

  6. DTC DTC Public

    Semi-supervised Medical Image Segmentation through Dual-task Consistency

    Python 275 47

Repositories

Showing 10 of 33 repositories
  • DMSPS Public

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

    Python 0 0 0 0 Updated May 22, 2024
  • DCA-Net Public
    Python 5 1 2 0 Updated May 19, 2024
  • FPL-plus Public

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

    Python 6 0 0 0 Updated May 8, 2024
  • PyMIC Public
    Python 330 Apache-2.0 53 7 0 Updated May 1, 2024
  • Paper-Reading-Group Public

    List shared papers in our group

    56 12 1 1 Updated Apr 28, 2024
  • CDMA Public

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

    Python 46 4 6 0 Updated Apr 17, 2024
  • DAG4MIA Public

    Domain Adaptation and Generalization for Medical Image Analysis

    Python 99 MIT 11 11 0 Updated Mar 25, 2024
  • UPL-SFDA Public
    Python 18 2 1 0 Updated Mar 6, 2024
  • PyMIC_examples Public

    examples of using PyMIC for medical image computing with deep learning

    Python 28 4 5 0 Updated Jan 13, 2024
  • SegRap2023 Public

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

    Python 19 4 1 0 Updated Dec 21, 2023