{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,31]],"date-time":"2026-01-31T07:43:37Z","timestamp":1769845417792,"version":"3.49.0"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62406012"],"award-info":[{"award-number":["62406012"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["82371093"],"award-info":[{"award-number":["82371093"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"R&#x0026;D Program of Beijing Municipal Education Commission","award":["KM202410005033"],"award-info":[{"award-number":["KM202410005033"]}]},{"name":"Joint Academic Collaboration Research Project between NTUT &#x0026; BJUT","award":["NTUT-BJUT-114-02"],"award-info":[{"award-number":["NTUT-BJUT-114-02"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Artif. Intell."],"published-print":{"date-parts":[[2025,12]]},"DOI":"10.1109\/tai.2025.3566082","type":"journal-article","created":{"date-parts":[[2025,5,5]],"date-time":"2025-05-05T14:00:49Z","timestamp":1746453649000},"page":"3391-3405","source":"Crossref","is-referenced-by-count":1,"title":["Learn to Learn: A Mirror Meta-Learning Method for Retinal Disease Diagnosis on Fundus Images"],"prefix":"10.1109","volume":"6","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9197-2731","authenticated-orcid":false,"given":"Haoran","family":"Peng","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0651-6625","authenticated-orcid":false,"given":"Jianqiang","family":"Li","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0004-5920-1592","authenticated-orcid":false,"given":"Wenxiu","family":"Cheng","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8519-4809","authenticated-orcid":false,"given":"Linna","family":"Zhao","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5297-7273","authenticated-orcid":false,"given":"Yu","family":"Guan","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0006-0911-548X","authenticated-orcid":false,"given":"Zhaosheng","family":"Li","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0000-7037-3847","authenticated-orcid":false,"given":"Li","family":"Li","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5269-0651","authenticated-orcid":false,"given":"Xi","family":"Xu","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.17485\/ijst\/2011\/v4i11.35"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/1541880.1541882"},{"key":"ref3","article-title":"Medianomaly: A comparative study of anomaly detection in medical images","author":"Lei","year":"2024"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3107163"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.ophtha.2014.05.013"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1167\/iovs.11-7472"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s00417-018-04224-8"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1097\/APO.0000000000000236"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.preteyeres.2005.07.001"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3390\/s20123454"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.5565\/rev\/elcvia.597"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.compmedimag.2015.07.001"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3478873"},{"key":"ref14","article-title":"Semi-supervised few-shot learning for medical image segmentation","author":"Fayjie","year":"2020"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2018.2872830"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1038\/s41551-018-0195-0"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.2147\/NDT.S333833"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1038\/s41551-019-0487-z"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.ophtha.2019.05.029"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.oret.2021.02.006"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.202"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.5555\/3294996.3295163"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i8.16913"},{"key":"ref24","first-page":"1126","article-title":"Model-agnostic meta-learning for fast adaptation of deep networks","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Finn","year":"2017"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/BIBM52615.2021.9669547"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3101142"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2022.111485"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3107163"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2003.1223670"},{"key":"ref30","article-title":"Histogram-based outlier score (hbos): A fast unsupervised anomaly detection algorithm","volume":"9","author":"Goldstein","year":"2012","journal-title":"KI-2012: Poster Demo Track"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2008.17"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s00417-017-3850-3"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.ajo.2018.10.007"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/S2589-7500(21)00055-8"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.21037\/qims-22-825"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1093\/jamiaopen\/ooad086"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/GCCE56475.2022.10014074"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1148\/ryai.2021200218"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2021.103930"},{"issue":"11","key":"ref40","first-page":"965","article-title":"[diagnosis of open-angle glaucoma after myopic excimer laser corneal refractive surgery]","volume":"49","author":"Wu","year":"2013","journal-title":"Chin. J. Ophthalmol."},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1001\/jamaophthalmol.2022.4688"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6560\/abd66b"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2021.107826"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2022.3205167"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2022.109076"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2020.101660"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01549"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.5566\/ias.1155"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.324"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2006.100"}],"container-title":["IEEE Transactions on Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/9078688\/11269951\/10981605.pdf?arnumber=10981605","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,28]],"date-time":"2025-11-28T18:45:36Z","timestamp":1764355536000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10981605\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12]]},"references-count":50,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tai.2025.3566082","relation":{},"ISSN":["2691-4581"],"issn-type":[{"value":"2691-4581","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,12]]}}}