{"id":18276238,"url":"https://github.com/hilab-git/dag4mia","last_synced_at":"2025-06-12T07:05:00.517Z","repository":{"id":40520588,"uuid":"397161284","full_name":"HiLab-git/DAG4MIA","owner":"HiLab-git","description":"Domain Adaptation and Generalization for Medical Image Analysis","archived":false,"fork":false,"pushed_at":"2024-03-24T19:49:57.000Z","size":753,"stargazers_count":127,"open_issues_count":11,"forks_count":12,"subscribers_count":5,"default_branch":"main","last_synced_at":"2025-03-20T21:39:05.549Z","etag":null,"topics":["domain-adaptation","domain-generalization","medical-imaging"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/HiLab-git.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2021-08-17T07:57:58.000Z","updated_at":"2025-03-11T12:09:03.000Z","dependencies_parsed_at":"2024-03-24T20:44:31.584Z","dependency_job_id":null,"html_url":"https://github.com/HiLab-git/DAG4MIA","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HiLab-git%2FDAG4MIA","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HiLab-git%2FDAG4MIA/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HiLab-git%2FDAG4MIA/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/HiLab-git%2FDAG4MIA/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/HiLab-git","download_url":"https://codeload.github.com/HiLab-git/DAG4MIA/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247284911,"owners_count":20913691,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["domain-adaptation","domain-generalization","medical-imaging"],"created_at":"2024-11-05T12:15:31.869Z","updated_at":"2025-04-05T03:31:20.633Z","avatar_url":"https://github.com/HiLab-git.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# DAG4MIA\nDomain Adaptation and Generalization for Medical Image Analysis\n\n## Code\nThis repository will offer some projects of our conducted works.  \n\n2023.01.04 We released the project of our proposed GAN-free disentanglement network based DG method (CDDSA). We released the backbone of our proposed CDDSA.\n\n2022.11.23 Our proposed GAN-free disentanglement network based DG method (CDDSA) is accessible at [Arxiv](https://arxiv.org/abs/2211.12081).\n\n2022.9.28 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](https://ieeexplore.ieee.org/document/9903480)  \n\n2022.9.15 We released the project of our proposed semi-supervised based DA method [CS-CADA](https://arxiv.org/abs/2208.08605).\n\n## Paper\nThis repository will summary and update Domain Adaptation (DA) and Domain Generalization (DG) related works applied in Medical Image Analysis.\n\nCatalogue:\n\n1. [Datasets](./paper/Datasets.md)\n2. [Domain Adaptation (DA)](./paper/DomainAdaptation.md)\n3. [Domain Generalization (DG)](./paper/DomainGeneralization.md)\n4. [Out of Distribution (OOD)](./paper/Out-of-DistributionDetection.md)\n5. [Review Papers](./paper/ReviewPapers.md)\n\n## Questions\nFor further question about this project,  please contact '[guran765965810@gmail.com](guran765965810@gmail.com)'","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhilab-git%2Fdag4mia","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhilab-git%2Fdag4mia","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhilab-git%2Fdag4mia/lists"}