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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 'guran765965810@gmail.com'