{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,15]],"date-time":"2026-01-15T06:43:38Z","timestamp":1768459418663,"version":"3.49.0"},"reference-count":41,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,8,1]],"date-time":"2025-08-01T00:00:00Z","timestamp":1754006400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100022963","name":"Key Research and Development Program of Zhejiang Province","doi-asserted-by":"publisher","award":["2020C03036"],"award-info":[{"award-number":["2020C03036"]}],"id":[{"id":"10.13039\/100022963","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100022963","name":"Key Research and Development Program of Zhejiang Province","doi-asserted-by":"publisher","award":["2023C04017"],"award-info":[{"award-number":["2023C04017"]}],"id":[{"id":"10.13039\/100022963","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Science Foundation Program of China","award":["62422122"],"award-info":[{"award-number":["62422122"]}]},{"name":"National Science Foundation Program of China","award":["62272444"],"award-info":[{"award-number":["62272444"]}]},{"name":"Ningbo 2025 S&amp;T Mega Project","award":["2022Z127"],"award-info":[{"award-number":["2022Z127"]}]},{"name":"Ningbo 2025 S&amp;T Mega Project","award":["2022Z134"],"award-info":[{"award-number":["2022Z134"]}]},{"name":"Key Project of Ningbo Public Welfare Science and Technology","award":["2023S012"],"award-info":[{"award-number":["2023S012"]}]},{"name":"CAMS Innovation Fund for Medical Sciences","award":["2022-12M-C&T-B-025"],"award-info":[{"award-number":["2022-12M-C&T-B-025"]}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["2023M743629"],"award-info":[{"award-number":["2023M743629"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2025,8]]},"DOI":"10.1109\/jbhi.2025.3543630","type":"journal-article","created":{"date-parts":[[2025,2,18]],"date-time":"2025-02-18T13:23:18Z","timestamp":1739884998000},"page":"5642-5655","source":"Crossref","is-referenced-by-count":1,"title":["Rethinking Data Augmentation for Single-Source Domain Generalization in OCT Image Segmentation"],"prefix":"10.1109","volume":"29","author":[{"given":"Jiayi","family":"Lu","sequence":"first","affiliation":[{"name":"Laboratory of Advanced Theranostic Materials and Technology, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5316-9799","authenticated-orcid":false,"given":"Shaodong","family":"Ma","sequence":"additional","affiliation":[{"name":"Laboratory of Advanced Theranostic Materials and Technology, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3774-2134","authenticated-orcid":false,"given":"Yonghuai","family":"Liu","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Edge Hill University, Ormskirk, U.K."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5660-5218","authenticated-orcid":false,"given":"Yuhui","family":"Ma","sequence":"additional","affiliation":[{"name":"Laboratory of Advanced Theranostic Materials and Technology, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lei","family":"Mou","sequence":"additional","affiliation":[{"name":"Laboratory of Advanced Theranostic Materials and Technology, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3686-4823","authenticated-orcid":false,"given":"Yang","family":"Jiang","sequence":"additional","affiliation":[{"name":"Department of Ophthalmology, Peking Union Medical College Hospital (CAMS), Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4357-4592","authenticated-orcid":false,"given":"Yitian","family":"Zhao","sequence":"additional","affiliation":[{"name":"Laboratory of Advanced Theranostic Materials and Technology, Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/S0002-9394(03)00792-X"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1136\/bjophthalmol-2013-304326"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1167\/iovs.14-14918"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.ophtha.2013.07.021"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1364\/BOE.9.005759"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-009-5152-4"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00116"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01242"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2022.3179021"},{"issue":"11","key":"ref10","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"Maaten","year":"2008","journal-title":"J. Mach. Learn. Res."},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1364\/BOE.9.005129"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.preteyeres.2008.03.002"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3195549"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2024.3454274"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2023.3285091"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2024.111584"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.displa.2024.102715"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2022.109086"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.110199"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01047"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i2.25332"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2023.3287506"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1561\/0100000004"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177729694"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/S0016-0032(96)00063-4"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/7503.003.0022"},{"key":"ref27","article-title":"A survey on domain adaptation theory: Learning bounds and theoretical guarantees","author":"Redko","year":"2020"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.109808"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2024.103092"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1364\/BOE.417212"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1364\/BOE.5.003568"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2024.3377552"},{"key":"ref33","first-page":"12077","article-title":"SegFormer: Simple and efficient design for semantic segmentation with transformers","volume-title":"Proc. 35th Int. Conf. Neural Inf. Process. Syst.","author":"Xie","year":"2021"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-020-01008-z"},{"key":"ref35","article-title":"Augmix: A simple data processing method to improve robustness and uncertainty","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Hendrycks","year":"2020"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00359"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00612"},{"key":"ref38","article-title":"Domain generalization with mixstyle","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Zhou","year":"2025"},{"key":"ref39","article-title":"MedAugment: Universal automatic data augmentation plug-in for medical image analysis","author":"Liu","year":"2023"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-43901-8_2"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00262"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221020\/11118946\/10892055.pdf?arnumber=10892055","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,7]],"date-time":"2025-08-07T17:45:22Z","timestamp":1754588722000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10892055\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8]]},"references-count":41,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2025.3543630","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,8]]}}}