HiLab-git/SSL4MIS

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

Language: Python - Size: 589 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 2,367 - Forks: 403

HiLab-git/SegRap2025_Challenge

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HiLab-git/PyMIC

Language: Python - Size: 20.4 MB - Last synced at: 11 days ago - Pushed at: 3 months ago - Stars: 352 - Forks: 51

HiLab-git/SCPM-Net

[MICCAI2020]CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT Scans

Language: Python - Size: 34.2 KB - Last synced at: 20 days ago - Pushed at: about 2 years ago - Stars: 55 - Forks: 4

HiLab-git/DMSPS

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

Language: Python - Size: 618 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 26 - Forks: 0

HiLab-git/HAMIL

Language: Python - Size: 126 KB - Last synced at: 6 days ago - Pushed at: almost 2 years ago - Stars: 10 - Forks: 0

HiLab-git/DAG4MIA

Domain Adaptation and Generalization for Medical Image Analysis

Language: Python - Size: 735 KB - Last synced at: 20 days ago - Pushed at: about 1 year ago - Stars: 129 - Forks: 12

HiLab-git/MyoPS2020

Language: Python - Size: 137 KB - Last synced at: 20 days ago - Pushed at: over 3 years ago - Stars: 18 - Forks: 7

HiLab-git/FPL-plus

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

Language: Python - Size: 21.4 MB - Last synced at: 20 days ago - Pushed at: 11 months ago - Stars: 27 - Forks: 1

HiLab-git/SepNet

Code for Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted Loss.

Language: Python - Size: 618 KB - Last synced at: 20 days ago - Pushed at: over 4 years ago - Stars: 20 - Forks: 10

HiLab-git/WORD

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

Language: Python - Size: 48.7 MB - Last synced at: 26 days ago - Pushed at: 8 months ago - Stars: 159 - Forks: 19

HiLab-git/DTC

Semi-supervised Medical Image Segmentation through Dual-task Consistency

Language: Python - Size: 385 MB - Last synced at: 16 days ago - Pushed at: about 3 years ago - Stars: 302 - Forks: 49

HiLab-git/ACELoss

Implementations of "Learning Euler's Elastica Model for Medical Image Segmentation"

Language: Python - Size: 2.49 MB - Last synced at: 20 days ago - Pushed at: over 4 years ago - Stars: 74 - Forks: 12

HiLab-git/UniSAL

official code for UniSAL

Language: Python - Size: 1.45 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

HiLab-git/CDMA

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

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HiLab-git/UPL-SFDA

Language: Python - Size: 177 KB - Last synced at: 20 days ago - Pushed at: 5 months ago - Stars: 26 - Forks: 5

HiLab-git/MIDeepSeg

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

Language: Python - Size: 11.7 MB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 125 - Forks: 28

HiLab-git/CA-Net

Code for Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation.

Language: Python - Size: 37.3 MB - Last synced at: 20 days ago - Pushed at: over 4 years ago - Stars: 175 - Forks: 39

HiLab-git/WSL4MIS

Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and application.

Language: Python - Size: 231 MB - Last synced at: 16 days ago - Pushed at: over 1 year ago - Stars: 222 - Forks: 34

HiLab-git/SegRap2023

[SegRap2023&MedIA2025]A challenge about organ-at-risk and gross-tumor-volume segmentation in adaptive radiotherapy hosted on MICCAI2023.

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HiLab-git/UGTST

Language: Python - Size: 56.6 KB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 15 - Forks: 0

HiLab-git/COPLE-Net

COVID-19 Pneumonia Lesion segmentation network

Language: Python - Size: 2.15 MB - Last synced at: 20 days ago - Pushed at: over 3 years ago - Stars: 88 - Forks: 16

HiLab-git/IPLC

Language: Python - Size: 1.34 MB - Last synced at: 20 days ago - Pushed at: 4 months ago - Stars: 5 - Forks: 1

HiLab-git/SicTTA

Size: 1000 Bytes - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

HiLab-git/PyMIC_examples

examples of using PyMIC for medical image computing with deep learning

Language: Python - Size: 3.42 MB - Last synced at: 20 days ago - Pushed at: 5 months ago - Stars: 34 - Forks: 4

HiLab-git/SimpleCRF

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

Language: C++ - Size: 42.6 MB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 169 - Forks: 35

HiLab-git/Paper-Reading-Group

List shared papers in our group

Size: 402 KB - Last synced at: 16 days ago - Pushed at: 9 months ago - Stars: 67 - Forks: 13

HiLab-git/SRPL-SFDA

This is for SRPL-SFDA paper2025.

Size: 2.93 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

HiLab-git/PF-Net

Code for PF-Net (Pulmonary Fibrosis Segmentation Network)

Language: Python - Size: 269 KB - Last synced at: 20 days ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 3

HiLab-git/LCOVNet-and-KD

Language: Python - Size: 39.8 MB - Last synced at: 20 days ago - Pushed at: 9 months ago - Stars: 27 - Forks: 2

HiLab-git/DCA-Net

Language: Python - Size: 56.1 MB - Last synced at: 20 days ago - Pushed at: 11 months ago - Stars: 9 - Forks: 1

HiLab-git/UGIR

Uncertainty-Guided Interactive Refinement for Segmentation

Language: Python - Size: 58.4 MB - Last synced at: 20 days ago - Pushed at: almost 4 years ago - Stars: 58 - Forks: 9

HiLab-git/ABCs_2020

Language: Python - Size: 2.64 MB - Last synced at: 16 days ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

HiLab-git/Head-Neck-GTV

Language: Python - Size: 273 KB - Last synced at: 20 days ago - Pushed at: over 4 years ago - Stars: 15 - Forks: 6

HiLab-git/RPR-Loc

Language: Python - Size: 46.9 KB - Last synced at: 20 days ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 1

HiLab-git/IFE_AI

Language: Python - Size: 216 KB - Last synced at: 16 days ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

HiLab-git/CFENet

Code for Enhancement of High- and Low-Level Features with Improved Attention Method for Medical Image Segmentation

Language: Jupyter Notebook - Size: 2.05 MB - Last synced at: 20 days ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 1