jizongFox / MI-based-Regularized-Semi-supervised-Segmentation
Code for "Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization"
☆12Updated 3 years ago
Alternatives and similar repositories for MI-based-Regularized-Semi-supervised-Segmentation:
Users that are interested in MI-based-Regularized-Semi-supervised-Segmentation are comparing it to the libraries listed below
- The official implementation of "CateNorm: Categorical Normalization for Robust Medical Image Segmentation"☆32Updated 2 years ago
- Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels for neurips 2021☆26Updated 2 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆36Updated 3 years ago
- ☆11Updated 3 years ago
- Decoupled Consistency for Semi-supervised Medical Image Segmentation(MICCAI 2023)☆17Updated last year
- ☆26Updated last year
- ☆15Updated 4 years ago
- code for LG-ER-MT☆15Updated 4 years ago
- Code for Dual-Consistency Semi-Supervised Learningwith Uncertainty Quantification for COVID-19Lesion Segmentation from CT Images☆29Updated 3 years ago
- ☆22Updated 3 years ago
- Pytorch implementation of our paper accepted by NCA2021 -- Hierarchical Deep Network with Uncertainty aware Semi-supervised Learning for …☆12Updated last year
- The official code for our BVM 2022 paper "Few-shot Unsupervised Domain Adaptation for Multi-modal Cardiac Image Segmentation"☆15Updated last year
- [AAAI 2022 Oral] Separate Contrastive Learning for Organs-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation☆15Updated 2 years ago
- A deep semi-supervised method (UATS) for medical segmentation☆14Updated 6 months ago
- Medical Matting☆21Updated last year
- Probabilistic segmentation and image matching segmentation network for unsupervised domain adaptation and segmentation☆17Updated 4 years ago
- ☆27Updated 3 years ago
- ☆23Updated 2 years ago
- Code for the paper : Do we really need dice? The hidden region-size biases of segmentation losses. MeDIA 2023. https://www.sciencedirect.…☆38Updated last year
- [ECCV'22] Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration☆37Updated 5 months ago
- The code repo for "FUSSNet: Fusing Two Sources of Uncertainty forSemi-Supervised Medical Image Segmentation"☆13Updated 2 years ago
- ☆9Updated 2 years ago
- The official implementation of the paper: [ProCNS: Progressive Prototype Calibration and Noise Suppression for Weakly-Supervised Medical …☆11Updated 3 weeks ago
- Code for MICCAI2021 paper "OXnet: Deep Omni-supervised Thoracic DiseaseDetection from Chest X-rays"☆21Updated 3 years ago
- Code for MICCAI 2023 paper titled "Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangle…☆19Updated 4 months ago
- A really simple tool to visualize different segmentation results☆17Updated 4 months ago
- Dual-Teacher++: Exploiting Intra-domain and Inter-domain Knowledge with Reliable Transfer for Cardiac Segmentation☆14Updated 4 years ago
- ☆11Updated 2 years ago
- PyTorch code for Graph convolutional network based interactive prostate segmentation on MR images☆16Updated 4 years ago