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SSL4MIS
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.PyMIC
DTC
Semi-supervised Medical Image Segmentation through Dual-task ConsistencyWSL4MIS
Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and application.CA-Net
Code for Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation.SimpleCRF
matlab and python wrap of crf and dense crf, both 2d and 3d are supportedWORD
[MedIA2022]WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT imageMIDeepSeg
[MedIA2021]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep LearningDAG4MIA
Domain Adaptation and Generalization for Medical Image AnalysisCOPLE-Net
COVID-19 Pneumonia Lesion segmentation networkACELoss
Implementations of "Learning Euler's Elastica Model for Medical Image Segmentation"UGIR
Uncertainty-Guided Interactive Refinement for SegmentationSCPM-Net
[MICCAI2020]CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT ScansCDMA
offical code for: Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions. MICCAI 2023.PyMIC_examples
examples of using PyMIC for medical image computing with deep learningSegRap2023
[SegRap2023]A challenge about organ-at-risk and gross-tumor-volume segmentation in adaptive radiotherapy hosted on MICCAI2023.UPL-SFDA
SepNet
Code for Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted Loss.LCOVNet-and-KD
MyoPS2020
PA-Seg
PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge DistillationHead-Neck-GTV
FPL-plus
FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image SegmentationPF-Net
Code for PF-Net (Pulmonary Fibrosis Segmentation Network)HAMIL
DCA-Net
RPR-Loc
CFENet
Code for Enhancement of High- and Low-Level Features with Improved Attention Method for Medical Image SegmentationABCs_2020
IPLC
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