HiLab-git / DAG4MIA

Domain Adaptation and Generalization for Medical Image Analysis

DAG4MIA

Domain Adaptation and Generalization for Medical Image Analysis

Code

This repository will offer some projects of our conducted works.

2023.01.04 We released the project of our proposed GAN-free disentanglement network based DG method (CDDSA). We released the backbone of our proposed CDDSA.

2022.11.23 Our proposed GAN-free disentanglement network based DG method (CDDSA) is accessible at Arxiv.

2022.9.28 Our propsoed Contrastive Semi-supervised Learning based DA method (CS-CADA) was accepted by IEEE TMI. The early access version now is available at TMI

2022.9.15 We released the project of our proposed semi-supervised based DA method CS-CADA.

Paper

This repository will summary and update Domain Adaptation (DA) and Domain Generalization (DG) related works applied in Medical Image Analysis.

Catalogue:

1. Datasets
2. Domain Adaptation (DA)
3. Domain Generalization (DG)
4. Out of Distribution (OOD)
5. Review Papers

Questions

For further question about this project, please contact '[e-mail]'