ycwu1997 / MC-Net
Official Code for our MedIA paper "Mutual Consistency Learning for Semi-supervised Medical Image Segmentation" (ESI Highly Cited Paper)
☆144Updated last year
Alternatives and similar repositories for MC-Net:
Users that are interested in MC-Net are comparing it to the libraries listed below
- Official Code for our MICCAI 2022 paper "Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation"☆115Updated 8 months ago
- NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation☆94Updated 8 months ago
- Official Code for our CVPR 2024 Paper "Diversified and Personalized Multi-rater Medical Image Segmentation" (Highlight)☆68Updated 2 months ago
- MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation☆57Updated 9 months ago
- Code for Pseudo label based contrastive learning joint training approach☆56Updated 3 years ago
- ☆44Updated last year
- [MICCAI21, TMI22] Mean-Teacher-Assisted Confident Learning☆75Updated last year
- ☆51Updated 2 years ago
- [CVPR 2022] CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision☆91Updated 2 years ago
- [PRCV 2021] The official code for "Dual-Task Mutual Learning for Semi-Supervised Medical Image Segmentation"☆25Updated 2 years ago
- MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery (CVPR 2023)☆57Updated 3 months ago
- [MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segment…☆48Updated 3 years ago
- [IJCAI 2023] Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation☆48Updated 9 months ago
- Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation (CVPR 2023)☆170Updated 7 months ago
- ☆33Updated 3 years ago
- [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization☆103Updated 6 months ago
- Domain Adaptation and Generalization for Medical Image Analysis☆126Updated 10 months ago
- [CVPR2021] DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets☆181Updated last year
- [Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric M…☆69Updated last year
- Awesome Active Domain Adaptation for Medical Image Analysis☆84Updated 2 months ago
- official implementation of rectified contrastive pseudo supervision☆63Updated 9 months ago
- ☆71Updated last year
- Code for CVPR 2021 paper. "Learning Calibrated Medical Image Segmentation via Multi-rater Agreement Modeling".☆97Updated last year
- Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images☆170Updated 4 years ago
- ☆67Updated 2 years ago
- [MICCAI 2022] The official code for "mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentat…☆109Updated last year
- MICCAI 2022: Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation☆49Updated last year
- ISBI 2022: Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation.☆47Updated 2 years ago
- ☆48Updated last year
- ☆65Updated 8 months ago