cheng-01037 / Causality-Medical-Image-Domain-GeneralizationLinks
[IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)
☆100Updated 2 years ago
Alternatives and similar repositories for Causality-Medical-Image-Domain-Generalization
Users that are interested in Causality-Medical-Image-Domain-Generalization are comparing it to the libraries listed below
Sorting:
- [AAAI 2023] Official PyTorch implementation of the paper "SLAug: Rethinking Data Augmentation for Single-source Domain Generalization in …☆74Updated 7 months ago
- Code for [IEEE-TMI] Domain and Content Adaptive Convolution based Multi-Source Domain Generalization for Medical Image Segmentation.☆36Updated 2 years ago
- code for paper Positional Contrastive Learning for Volumetric Medical Image Segmentation☆59Updated 8 months ago
- Domain Adaptation and Generalization for Medical Image Analysis☆134Updated last year
- [CVPR2024] MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding an…☆48Updated 4 months ago
- VFT is a domain generalization model for retinal vessel segmentation that trained on fundus image and test on OCT-A☆18Updated 2 years ago
- [JBHI2022] A novel 3D unsupervised domain adaptation framework for cross-modality medical image segmentation☆47Updated last year
- 【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"☆52Updated last year
- [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization☆107Updated 10 months ago
- code for our ODADA.☆20Updated 8 months ago
- ☆68Updated 11 months ago
- MICCAI 2022 Paper with Code☆95Updated 2 years ago
- ☆45Updated 3 years ago
- ☆54Updated 3 years ago
- [MIA' 22] Source free domain adaptation for medical image segmentation with fourier style mining☆49Updated last year
- [MICCAI21, TMI22] Mean-Teacher-Assisted Confident Learning☆76Updated last year
- code for TMI DoFE: Domain-oriented Feature Embeddingfor Generalizable Fundus Image Segmentationon Unseen Datasets☆58Updated 3 years ago
- Official implementation of our paper "Self-Supervised Pretraining for 2D Medical Image Segmentation"☆47Updated last year
- MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation☆60Updated last year
- NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation☆102Updated last year
- Disentangle domain features for cross-modality cardiac image segmentation☆22Updated 3 years ago
- This repository contains code for the paper "Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Imag…☆32Updated 2 years ago
- This is the official code of MICCAI23 paper "Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature …☆34Updated last year
- Multimodal Brain Tumor Segmentation Using Contrastive Learning based Feature Comparison with Monomodal Normal Brain Images☆23Updated 2 years ago
- [Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric M…☆75Updated last year
- [ICASSP 2023] Prototype Knowledge Distillation for Medical Segmentation with Missing Modality☆51Updated 4 months ago
- [MICCAI'21] Source-Free domain adaptive fundus image segmentation with denoised pseudo-labeling☆59Updated 3 years ago
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆40Updated 3 weeks ago
- FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation☆28Updated last year
- [MICCAI'20] Shape-aware Meta-learning for Generalizing Prostate MRI Segmentation to Unseen Domains & A Well-organized Multi-site Dataset☆126Updated 4 years ago