Pinned Repositories
CA-Net
Code for Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation.
COPLE-Net
COVID-19 Pneumonia Lesion segmentation network
DAG4MIA
Domain Adaptation and Generalization for Medical Image Analysis
DTC
Semi-supervised Medical Image Segmentation through Dual-task Consistency
MIDeepSeg
[MedIA2021]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning
PyMIC
SimpleCRF
matlab and python wrap of crf and dense crf, both 2d and 3d are supported
SSL4MIS
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
WORD
[MedIA2022]WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image
WSL4MIS
Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and application.
Healthcare Intelligence Laboratory's Repositories
HiLab-git/SSL4MIS
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
HiLab-git/PyMIC
HiLab-git/DTC
Semi-supervised Medical Image Segmentation through Dual-task Consistency
HiLab-git/WSL4MIS
Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and application.
HiLab-git/SimpleCRF
matlab and python wrap of crf and dense crf, both 2d and 3d are supported
HiLab-git/WORD
[MedIA2022]WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image
HiLab-git/MIDeepSeg
[MedIA2021]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning
HiLab-git/DAG4MIA
Domain Adaptation and Generalization for Medical Image Analysis
HiLab-git/Paper-Reading-Group
List shared papers in our group
HiLab-git/SCPM-Net
[MICCAI2020]CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT Scans
HiLab-git/CDMA
offical code for: Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions. MICCAI 2023.
HiLab-git/PyMIC_examples
examples of using PyMIC for medical image computing with deep learning
HiLab-git/LCOVNet-and-KD
HiLab-git/SegRap2023
[SegRap2023]A challenge about organ-at-risk and gross-tumor-volume segmentation in adaptive radiotherapy hosted on MICCAI2023.
HiLab-git/UPL-SFDA
HiLab-git/FPL-plus
FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation
HiLab-git/PA-Seg
PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillation
HiLab-git/MyoPS2020
HiLab-git/UGTST
HiLab-git/HAMIL
HiLab-git/PF-Net
Code for PF-Net (Pulmonary Fibrosis Segmentation Network)
HiLab-git/DCA-Net
HiLab-git/DMSPS
Dynamically Mixed Soft Pseudo-label Supervision for Scribble-Supervised Medical Image Segmentation
HiLab-git/RPR-Loc
HiLab-git/IPLC
HiLab-git/UM-CAM
HiLab-git/ABCs_2020
HiLab-git/simEps
This repo contains implementation of semi-supervised defect segmentation based on pairwise similarity map consistency and ensemble-based cross pseudo labels
HiLab-git/A3-TTA
HiLab-git/IFE_AI