ycwu1997 / MC-Net
Official Code for our MedIA paper "Mutual Consistency Learning for Semi-supervised Medical Image Segmentation" (ESI Highly Cited Paper)
☆138Updated last year
Related projects ⓘ
Alternatives and complementary repositories for MC-Net
- Official Code for our MICCAI 2022 paper "Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation"☆108Updated 5 months ago
- [MICCAI21, TMI22] Mean-Teacher-Assisted Confident Learning☆74Updated last year
- Official Code for our CVPR 2024 Paper "Diversified and Personalized Multi-rater Medical Image Segmentation" (Highlight)☆62Updated last month
- [CVPR 2022] CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision☆89Updated 2 years ago
- Code for Pseudo label based contrastive learning joint training approach☆55Updated 2 years ago
- ☆49Updated 2 years ago
- [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization☆99Updated 3 months ago
- MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation☆52Updated 6 months ago
- MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery (CVPR 2023)☆53Updated 2 weeks ago
- Domain Adaptation and Generalization for Medical Image Analysis☆114Updated 7 months ago
- ☆41Updated last year
- ☆32Updated 3 years ago
- Code for CVPR 2021 paper. "Learning Calibrated Medical Image Segmentation via Multi-rater Agreement Modeling".☆97Updated last year
- [MICCAI 2022] The official code for "mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentat…☆101Updated 11 months ago
- [MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segment…☆47Updated 3 years ago
- Code for Recurrent Mask Refinement for Few-Shot Medical Image Segmentation (ICCV 2021).☆57Updated 3 years ago
- official implementation of rectified contrastive pseudo supervision☆58Updated 6 months ago
- NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation☆86Updated 5 months ago
- [IJCAI 2023] Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation☆38Updated 6 months ago
- Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation (CVPR 2023)☆157Updated 4 months ago
- ☆46Updated 9 months ago
- Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images☆162Updated 4 years ago
- ☆65Updated last year
- ☆44Updated last year
- ☆39Updated 2 years ago
- Code implementation for our paper ACCEPTED in ISBI, 2022☆40Updated 2 years ago
- [MICCAI 2022] ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation☆35Updated 2 years ago
- code for paper Positional Contrastive Learning for Volumetric Medical Image Segmentation☆56Updated 2 months ago
- [CVPR2021] DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets☆178Updated last year