{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/deepreg-a-deep-learning-toolkit-for-medical","title":"DeepReg: a deep learning toolkit for medical image registration","arxiv_id":"2011.02580","date":"2020-11-04","proceeding":null,"authors":["Yunguan Fu","Nina Montaña Brown","Shaheer U. Saeed","Adrià Casamitjana","Zachary M. C. Baum","Rémi Delaunay","Qianye Yang","Alexander Grimwood","Zhe Min","Stefano B. Blumberg","Juan Eugenio Iglesias","Dean C. Barratt","Ester Bonmati","Daniel C. Alexander","Matthew J. Clarkson","Tom Vercauteren","Yipeng Hu"],"abstract":"DeepReg (https://github.com/DeepRegNet/DeepReg) is a community-supported open-source toolkit for research and education in medical image registration using deep learning.","url_abs":"https://arxiv.org/abs/2011.02580v1","url_pdf":"https://arxiv.org/pdf/2011.02580v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"deepreg-a-deep-learning-toolkit-for-medical","repo_url":"https://github.com/DeepRegNet/DeepReg","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":0,"framework":"tf","reach":null}],"tasks":[{"task_slug":"deep-learning","task_name":"Deep Learning"},{"task_slug":"image-registration","task_name":"Image Registration"},{"task_slug":"medical-image-registration","task_name":"Medical Image Registration"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}