{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,17]],"date-time":"2026-07-17T05:02:11Z","timestamp":1784264531088,"version":"3.55.0"},"reference-count":44,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T00:00:00Z","timestamp":1746057600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2025,5]]},"DOI":"10.1109\/jbhi.2025.3526806","type":"journal-article","created":{"date-parts":[[2025,1,7]],"date-time":"2025-01-07T19:40:55Z","timestamp":1736278855000},"page":"3619-3631","source":"Crossref","is-referenced-by-count":16,"title":["DiffuSeg: Domain-Driven Diffusion for Medical Image Segmentation"],"prefix":"10.1109","volume":"29","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3848-0017","authenticated-orcid":false,"given":"Le","family":"Zhang","sequence":"first","affiliation":[{"name":"School of Engineering, College of Engineering and Physical Sciences, University of Birmingham, Birmingham, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7179-4766","authenticated-orcid":false,"given":"Fuping","family":"Wu","sequence":"additional","affiliation":[{"name":"Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Population Health, University of Oxford, Oxford, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3032-8192","authenticated-orcid":false,"given":"Kevin","family":"Bronik","sequence":"additional","affiliation":[{"name":"Department of Engineering Science, University of Oxford, Oxford, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8432-2511","authenticated-orcid":false,"given":"Bartlomiej W.","family":"Papiez","sequence":"additional","affiliation":[{"name":"Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Population Health, University of Oxford, Oxford, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2023.109400"},{"key":"ref2","first-page":"1167","article-title":"Learning to adapt via latent domains for adaptive semantic segmentation","volume-title":"Proc. 32nd Adv. Neural Inf. Process. Syst.","volume":"34","author":"Liu","year":"2021"},{"key":"ref3","first-page":"6965","article-title":"A probabilistic U-Net for segmentation of ambiguous images","author":"Kohl","year":"2018","journal-title":"Adv. Neural Inf. Process. Syst."},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1364\/BOE.3.001478"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.632"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.244"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3422622"},{"key":"ref8","first-page":"15077","article-title":"The autoencoding variational autoencoder","volume":"33","author":"Cemgil","year":"2020","journal-title":"Adv. Neural Inf. Process. Syst."},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01040"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01036"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3528233.3530757"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01424-7_27"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-43299-z"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2023.102789"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995347"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01252-6_17"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.50"},{"key":"ref18","first-page":"20286","article-title":"Factorizable graph convolutional networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Yang","year":"2020"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-59496-5_337"},{"key":"ref20","first-page":"1","article-title":"An open urban driving simulator","volume-title":"Proc. Conf. Robot Learn.","author":"Dosovitskiy","year":"2017"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2022.102516"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-59710-8_75"},{"key":"ref23","first-page":"8780","article-title":"Diffusion models beat GANs on image synthesis","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"34","author":"Dhariwal","year":"2021"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-08-051581-6.50065-9"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.5555\/2946645.2946704"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2010.161"},{"key":"ref29","first-page":"3483","article-title":"Learning structured output representation using deep conditional generative models","volume-title":"Proc. 28th Adv. Neural Inf. Process. Syst.","author":"Sohn","year":"2015"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00519"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01130"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2016.2587062"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2004.825627"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2869576"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01136"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2018.2837502"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2016.02.006"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/42.845178"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01789"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72111-3_52"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2023.110088"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/WACV57701.2024.00052"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2024.103275"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221020\/10989059\/10830519.pdf?arnumber=10830519","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,7]],"date-time":"2025-05-07T04:22:09Z","timestamp":1746591729000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10830519\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5]]},"references-count":44,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2025.3526806","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,5]]}}}