xmed-lab / GenericSSL
NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation
☆102Updated 11 months ago
Alternatives and similar repositories for GenericSSL:
Users that are interested in GenericSSL are comparing it to the libraries listed below
- MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation☆60Updated 11 months ago
- MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery (CVPR 2023)☆61Updated 6 months ago
- ☆31Updated 6 months ago
- ☆54Updated last year
- Code for Pseudo label based contrastive learning joint training approach☆57Updated 3 years ago
- ☆73Updated last year
- [Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric M…☆74Updated last year
- ☆41Updated 2 weeks ago
- [CVPR 2024] Code for "Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation"☆71Updated 7 months ago
- MICCAI 2024: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentation c…☆84Updated last week
- ☆54Updated 2 years ago
- [MICCAI' 24] DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation☆45Updated 4 months ago
- ☆44Updated last year
- Code for Boundary Difference Over Union Loss For Medical Image Segmentation☆51Updated last year
- ☆49Updated last year
- ☆68Updated 10 months ago
- ☆44Updated last year
- Awesome Active Domain Adaptation for Medical Image Analysis☆99Updated 4 months ago
- [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization☆106Updated 9 months ago
- official implementation of rectified contrastive pseudo supervision☆66Updated 11 months ago
- [CVPR 2024] VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis☆183Updated 4 months ago
- Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation (CVPR 2023)☆181Updated 9 months ago
- Domain Adaptation and Generalization for Medical Image Analysis☆130Updated last year
- ☆20Updated 9 months ago
- [MICCAI21, TMI22] Mean-Teacher-Assisted Confident Learning☆74Updated last year
- ☆28Updated 7 months ago
- FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation☆28Updated 11 months ago
- Codes for CVPR2023 paper "Directional Connectivity-based Segmentation of Medical Images"☆149Updated 11 months ago
- Official Pytorch Code base for "Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with…☆39Updated last year
- A Pytorch implement of medical image segmentation U-shape architecture benchmarks☆102Updated 10 months ago