HiLab-git / PA-Seg
PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillation
☆17Updated last year
Related projects ⓘ
Alternatives and complementary repositories for PA-Seg
- ☆12Updated 4 months ago
- ☆49Updated 2 years ago
- FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation☆20Updated 5 months ago
- MASS: Modality-collaborative semi-supervised segmentation by exploiting cross-modal consistency from unpaired CT and MRI images☆10Updated 2 years ago
- ☆17Updated last year
- [MICCAI 2022] ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation☆35Updated 2 years ago
- Scribble2D5: Weakly-Supervised Volumetric Image Segmentation via Scribble Annotations☆20Updated last year
- ☆41Updated last year
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆38Updated last year
- MICCAI 2022: code for 'Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency'☆17Updated 2 years ago
- ☆22Updated last month
- ☆15Updated last year
- Code for Pseudo label based contrastive learning joint training approach☆55Updated 2 years ago
- ☆25Updated last year
- [ISBI 2024] Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning☆22Updated last year
- ☆10Updated last year
- ☆23Updated 9 months ago
- [MedIA23] Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation☆20Updated last year
- [CMIG‘2022] [Pytorch]A Contrastive Consistency Semi-supervised Left Atrium Segmentation Model☆14Updated 2 years ago
- MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation☆51Updated 6 months ago
- The official repo for [MIDL'23 Oral] "Inherent Consistent Learning for Accurate Semi-supervised Medical Image Segmentation"☆26Updated 5 months ago
- ☆32Updated 3 years ago
- ☆23Updated 5 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 Boundary Difference Over Union Loss For Medical Image Segmentation☆45Updated last year
- Official Pytorch Code base for "Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with…☆33Updated last year
- ☆11Updated 2 years ago
- ☆39Updated 2 years ago
- 3D vessel-like structure segmentation in pytorch☆28Updated last year
- offical code for: Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions. MICCAI 2023.☆51Updated 7 months ago