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    36 repositories

    • PyMIC_examples

      Public
      examples of using PyMIC for medical image computing with deep learning
      Python
      •4•33•5•0•Updated Oct 4, 2024Oct 4, 2024

    • PyMIC

      Public
      Python
      •
      Apache License 2.0
      •53•345•8•0•Updated Oct 4, 2024Oct 4, 2024

    • UM-CAM

      Public
      Python
      •0•1•0•0•Updated Sep 14, 2024Sep 14, 2024

    • WORD

      Public
      [MedIA2022]WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image
      medical-image-segmentationabdominal-organ-datasetannotation-efficient-learningdeep-learningdataset
      Python
      •
      GNU General Public License v3.0
      •19•149•3•0•Updated Sep 4, 2024Sep 4, 2024

    • IPLC

      Public
      Python
      •1•4•2•0•Updated Aug 16, 2024Aug 16, 2024

    • Paper-Reading-Group

      Public
      List shared papers in our group
      13•64•1•2•Updated Aug 12, 2024Aug 12, 2024

    • LCOVNet-and-KD

      Public
      Python
      •2•24•2•0•Updated Aug 6, 2024Aug 6, 2024

    • DMSPS

      Public
      Dynamically Mixed Soft Pseudo-label Supervision for Scribble-Supervised Medical Image Segmentation
      Python
      •0•7•2•0•Updated Jul 24, 2024Jul 24, 2024

    • SSL4MIS

      Public
      Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
      semi-supervised-learning
      Python
      •
      MIT License
      •387•2.2k•33•0•Updated Jul 4, 2024Jul 4, 2024

    • UGTST

      Public
      0•6•0•0•Updated Jul 4, 2024Jul 4, 2024

    • UPL-SFDA

      Public
      Python
      •3•22•2•0•Updated Jun 16, 2024Jun 16, 2024

    • FPL-plus

      Public
      FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation
      Python
      •0•18•1•0•Updated Jun 3, 2024Jun 3, 2024

    • DCA-Net

      Public
      Python
      •1•8•2•0•Updated May 19, 2024May 19, 2024

    • CDMA

      Public
      offical code for: Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions. MICCAI 2023.
      Python
      •4•49•6•0•Updated Apr 17, 2024Apr 17, 2024

    • DAG4MIA

      Public
      Domain Adaptation and Generalization for Medical Image Analysis
      medical-imagingdomain-adaptationdomain-generalization
      Python
      •
      MIT License
      •12•113•11•0•Updated Mar 24, 2024Mar 24, 2024

    • SegRap2023

      Public
      [SegRap2023]A challenge about organ-at-risk and gross-tumor-volume segmentation in adaptive radiotherapy hosted on MICCAI2023.
      Python
      •4•23•1•0•Updated Dec 21, 2023Dec 21, 2023

    • WSL4MIS

      Public
      Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and application.
      weakly-supervised-learningmedical-image-segmentationweakly-supervised-segmentation
      Python
      •
      MIT License
      •34•201•7•1•Updated Dec 9, 2023Dec 9, 2023

    • PA-Seg

      Public
      PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillation
      Python
      •
      MIT License
      •0•15•1•0•Updated Jul 5, 2023Jul 5, 2023

    • HAMIL

      Public
      Python
      •0•10•3•0•Updated Jun 9, 2023Jun 9, 2023

    • simEps

      Public
      This repo contains implementation of semi-supervised defect segmentation based on pairwise similarity map consistency and ensemble-based cross pseudo labels
      Python
      •
      MIT License
      •2•1•0•0•Updated May 13, 2023May 13, 2023

    • SCPM-Net

      Public
      [MICCAI2020]CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT Scans
      lung-nodule-detectionanchor-freesphere-representation
      Python
      •
      MIT License
      •4•55•1•0•Updated Mar 12, 2023Mar 12, 2023

    • IFE_AI

      Public
      Python
      •0•0•0•0•Updated Feb 9, 2023Feb 9, 2023

    • MIDeepSeg

      Public
      [MedIA2021]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning
      interactive-segmentationsegmentation
      Python
      •
      MIT License
      •27•121•3•0•Updated Nov 18, 2022Nov 18, 2022

    • SimpleCRF

      Public
      matlab and python wrap of crf and dense crf, both 2d and 3d are supported
      C++
      •
      BSD 3-Clause "New" or "Revised" License
      •34•164•5•0•Updated Oct 23, 2022Oct 23, 2022

    • DTC

      Public
      Semi-supervised Medical Image Segmentation through Dual-task Consistency
      semi-supervised-learning
      Python
      •
      MIT License
      •48•288•9•0•Updated Mar 7, 2022Mar 7, 2022

    • ABCs_2020

      Public
      Python
      •1•2•1•0•Updated Jan 19, 2022Jan 19, 2022

    • PF-Net

      Public
      Code for PF-Net (Pulmonary Fibrosis Segmentation Network)
      Python
      •
      Apache License 2.0
      •3•10•4•0•Updated Nov 17, 2021Nov 17, 2021

    • RPR-Loc

      Public
      Python
      •1•5•0•0•Updated Sep 28, 2021Sep 28, 2021

    • MyoPS2020

      Public
      Python
      •
      Apache License 2.0
      •6•15•2•0•Updated Sep 24, 2021Sep 24, 2021

    • COPLE-Net

      Public
      COVID-19 Pneumonia Lesion segmentation network
      Python
      •
      MIT License
      •16•87•4•0•Updated Sep 16, 2021Sep 16, 2021