{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,27]],"date-time":"2026-01-27T23:50:25Z","timestamp":1769557825203,"version":"3.49.0"},"reference-count":46,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2023,7,1]],"date-time":"2023-07-01T00:00:00Z","timestamp":1688169600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,7,1]],"date-time":"2023-07-01T00:00:00Z","timestamp":1688169600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,7,1]],"date-time":"2023-07-01T00:00:00Z","timestamp":1688169600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"A*STAR Advanced Manufacturing and Engineering"},{"name":"Programmatic Fund","award":["A20H4b0141"],"award-info":[{"award-number":["A20H4b0141"]}]},{"DOI":"10.13039\/501100004731","name":"Natural Science Foundation of Zhejiang Province","doi-asserted-by":"publisher","award":["LQ22F010003"],"award-info":[{"award-number":["LQ22F010003"]}],"id":[{"id":"10.13039\/501100004731","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Key R&amp;D Program of China","award":["2018YFA0701700"],"award-info":[{"award-number":["2018YFA0701700"]}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U20A20170"],"award-info":[{"award-number":["U20A20170"]}],"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":["62271337"],"award-info":[{"award-number":["62271337"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Biomed. Eng."],"published-print":{"date-parts":[[2023,7]]},"DOI":"10.1109\/tbme.2023.3234031","type":"journal-article","created":{"date-parts":[[2023,1,4]],"date-time":"2023-01-04T18:32:49Z","timestamp":1672857169000},"page":"2013-2024","source":"Crossref","is-referenced-by-count":13,"title":["Self-Guided Optimization Semi-Supervised Method for Joint Segmentation of Macular Hole and Cystoid Macular Edema in Retinal OCT Images"],"prefix":"10.1109","volume":"70","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7882-1747","authenticated-orcid":false,"given":"Meng","family":"Wang","sequence":"first","affiliation":[{"name":"Institute of High Performance Computing, A*STAR, Singapore"}]},{"given":"Tian","family":"Lin","sequence":"additional","affiliation":[{"name":"Joint Shantou International Eye Center, Shantou University and the Chinese University of Hong Kong, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8931-4908","authenticated-orcid":false,"given":"Yuanyuan","family":"Peng","sequence":"additional","affiliation":[{"name":"School of Electronics and Information Engineering, Soochow University, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9540-4101","authenticated-orcid":false,"given":"Weifang","family":"Zhu","sequence":"additional","affiliation":[{"name":"School of Electronics and Information Engineering, Soochow University, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0565-9456","authenticated-orcid":false,"given":"Yi","family":"Zhou","sequence":"additional","affiliation":[{"name":"School of Electronics and Information Engineering, Soochow University, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8878-6655","authenticated-orcid":false,"given":"Fei","family":"Shi","sequence":"additional","affiliation":[{"name":"School of Electronics and Information Engineering, Soochow University, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6752-6216","authenticated-orcid":false,"given":"Kai","family":"Yu","sequence":"additional","affiliation":[{"name":"Institute of High Performance Computing, A*STAR, Singapore"}]},{"given":"Qingquan","family":"Meng","sequence":"additional","affiliation":[{"name":"School of Electronics and Information Engineering, Soochow University, China"}]},{"given":"Yong","family":"Liu","sequence":"additional","affiliation":[{"name":"Institute of High Performance Computing, A*STAR, Singapore"}]},{"given":"Zhongyue","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Electronics and Information Engineering, Soochow University, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0588-8251","authenticated-orcid":false,"given":"Yuhe","family":"Shen","sequence":"additional","affiliation":[{"name":"School of Electronics and Information Engineering, Soochow University, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7873-9778","authenticated-orcid":false,"given":"Dehui","family":"Xiang","sequence":"additional","affiliation":[{"name":"School of Electronics and Information Engineering, Soochow University, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0676-4610","authenticated-orcid":false,"given":"Haoyu","family":"Chen","sequence":"additional","affiliation":[{"name":"Joint Shantou International Eye Center, Shantou University and the Chinese University of Hong Kong, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0871-293X","authenticated-orcid":false,"given":"Xinjian","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Electronics and Information Engineering, and the State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou, China"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2012.2184759"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2020.3048975"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.ajo.2012.07.030"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-019-05855-6"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"166","DOI":"10.4103\/2228-7477.186878","article-title":"Three-dimensional segmentation of retinal cysts from spectral-domain optical coherence tomography images by the use of three-dimensional curvelet based K-SVD","volume":"6","author":"esmaeili","year":"2016","journal-title":"Journal of medical signals and sensors"},{"key":"ref37","article-title":"Distilling the knowledge in a neural network","author":"hinton","year":"2015"},{"key":"ref14","first-page":"1","article-title":"A machine learning approach for device-independent automated segmentation of retinal cysts in spectral domain optical coherence tomography images","author":"sisternes","year":"0","journal-title":"Proc Optima Challenge-Med Image Comput Comput Assist Interv"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32248-9_51"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI45749.2020.9098374"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-28954-6_4"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1167\/iovs.08-2691"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3101403"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1111\/j.1442-9071.1995.tb00136.x"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58565-5_22"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2014.2359980"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1126\/science.1957169"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2017.2767908"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.5763"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1117\/1.JBO.22.7.076014"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32695-1_8"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.660"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref24","article-title":"Attention U-Net: Learning where to look for the pancreas","author":"oktay","year":"2018"},{"key":"ref46","article-title":"Semi-MsST-GAN: A semi-supervised segmentation method for corneal ulcer segmentation in slit-lamp images","volume":"15","author":"wang","year":"2021","journal-title":"Front Neurosci"},{"key":"ref23","first-page":"234","article-title":"U-Net: Convolutional networks for biomedical image segmentation","author":"ronneberger","year":"0","journal-title":"Proc Int Conf Med Image Comput Comput - Assist Interv"},{"key":"ref45","article-title":"Revisiting cycleGAN for semi-supervised segmentation","author":"mondal","year":"2019"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2020.2983721"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2019.2903562"},{"key":"ref20","article-title":"Rethinking atrous convolution for semantic image segmentation","author":"chen","year":"2017"},{"key":"ref42","article-title":"Temporal ensembling for semi-supervised learning","author":"laine","year":"2016"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6288833"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00326"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.606"},{"key":"ref21","article-title":"FastFCN: Rethinking dilated convolution in the backbone for semantic segmentation","author":"wu","year":"2019"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.189"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00887"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10590-1_53"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2015.7164160"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1167\/iovs.04-0335"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcjo.2014.04.017"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s00530-017-0582-5"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1364\/JOSAA.33.000455"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1167\/iovs.09-4420"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/S0161-6420(95)30959-1"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-78191-0_46"}],"container-title":["IEEE Transactions on Biomedical Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10\/10155500\/10005596.pdf?arnumber=10005596","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,10]],"date-time":"2023-07-10T18:56:53Z","timestamp":1689015413000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10005596\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,7]]},"references-count":46,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/tbme.2023.3234031","relation":{},"ISSN":["0018-9294","1558-2531"],"issn-type":[{"value":"0018-9294","type":"print"},{"value":"1558-2531","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,7]]}}}