spthermo / SDNet
Spatial Decomposition Network (SDNet) for content (anatomy) and style (modality) disentanglement
☆21Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for SDNet
- Code for Disentangle Align and Fuse for Multimodal and Zero-shot Image Segmentation☆16Updated 4 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆32Updated 3 years ago
- [MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segment…☆48Updated 3 years ago
- ☆10Updated 4 years ago
- [PRCV 2021] The official code for "Dual-Task Mutual Learning for Semi-Supervised Medical Image Segmentation"☆25Updated 2 years ago
- Code for CVPR 2021 paper. "Learning Calibrated Medical Image Segmentation via Multi-rater Agreement Modeling".☆96Updated last year
- Code for the paper : "Weakly supervised segmentation with cross-modality equivariant constraints", available at https://arxiv.org/pdf/210…☆20Updated 2 years ago
- Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation☆35Updated 3 years ago
- code for TMI DoFE: Domain-oriented Feature Embeddingfor Generalizable Fundus Image Segmentationon Unseen Datasets☆49Updated 2 years ago
- ☆49Updated 2 years ago
- ☆32Updated 3 years ago
- Code for Dual-Consistency Semi-Supervised Learningwith Uncertainty Quantification for COVID-19Lesion Segmentation from CT Images☆29Updated 3 years ago
- Code for Pseudo label based contrastive learning joint training approach☆55Updated 2 years ago
- [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)☆88Updated last year
- [MICCAI21, TMI22] Mean-Teacher-Assisted Confident Learning☆74Updated last year
- Multi-task Attention-based Semi-supervised Learning framework for image segmentation☆42Updated 4 years ago
- ☆65Updated last year
- domain adaptation with CF distance for medical image segmentation☆25Updated 2 years ago
- [IEEE-JBHI'2022] Hematoma Expansion Context Guided Intracranial Hemorrhage Segmentation and Uncertainty Estimation(Pytorch)☆27Updated last year
- Official Implementation for BRBS for few-shot medical image segmentation☆22Updated last year
- ☆25Updated last year
- ISBI 2022: Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation.☆46Updated 2 years ago
- ☆21Updated 3 years ago
- [MICCAI 2022] ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation☆35Updated 2 years ago
- Code implementation for our paper ACCEPTED in ISBI, 2022☆40Updated 2 years ago
- SMU-Net]{SMU-Net: Style matching U-Net for brain tumor segmentation with missing modalities☆31Updated 2 years ago
- [CMIG‘2022] [Pytorch]A Contrastive Consistency Semi-supervised Left Atrium Segmentation Model☆14Updated 2 years ago
- Semi-supervised few-shot learning for medical image segmentation☆26Updated 4 years ago
- Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysi…☆99Updated 7 months ago