xmed-lab / GenericSSL
NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation
☆86Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for GenericSSL
- 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
- ☆46Updated 9 months ago
- Awesome Active Domain Adaptation for Medical Image Analysis☆61Updated 4 months ago
- ☆44Updated last year
- ☆70Updated 10 months ago
- MICCAI 2024: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentation c…☆65Updated 2 months ago
- [Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric M…☆64Updated last year
- [CVPR 2024] VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis☆146Updated last month
- [CVPR 2024] Code for "Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation"☆41Updated last month
- Code for Pseudo label based contrastive learning joint training approach☆55Updated 2 years ago
- official implementation of rectified contrastive pseudo supervision☆58Updated 6 months ago
- Interactive Medical Image Segmentation☆58Updated 3 months ago
- A Pytorch implement of medical image segmentation U-shape architecture benchmarks☆78Updated 4 months ago
- ☆49Updated 2 years ago
- MICCAI 2023 Paper (Early Acceptance)☆175Updated last year
- [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization☆99Updated 3 months ago
- Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation (CVPR 2023)☆157Updated 4 months ago
- A2FSeg: Adaptive Multi-Modal Fusion Network for Medical Image Segmentation☆37Updated last year
- ☆17Updated last year
- [CVPR2024] MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding an…☆35Updated last month
- ☆27Updated 7 months ago
- Domain Adaptation and Generalization for Medical Image Analysis☆114Updated 7 months ago
- Code for Boundary Difference Over Union Loss For Medical Image Segmentation☆45Updated last year
- ☆28Updated 5 months ago
- Official Pytorch Code base for "Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with…☆33Updated last year
- [IJCAI 2023] Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation☆38Updated 6 months ago
- ☆41Updated last year
- ☆23Updated 9 months ago
- FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation☆20Updated 5 months ago