{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,5]],"date-time":"2026-03-05T15:28:18Z","timestamp":1772724498469,"version":"3.50.1"},"reference-count":57,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/OAPA.html"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61403287"],"award-info":[{"award-number":["61403287"]}],"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":["61472293"],"award-info":[{"award-number":["61472293"]}],"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":["61572381"],"award-info":[{"award-number":["61572381"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007194","name":"Wenzhou Municipal Science and Technology Bureau","doi-asserted-by":"publisher","award":["2018ZG016"],"award-info":[{"award-number":["2018ZG016"]}],"id":[{"id":"10.13039\/501100007194","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004731","name":"Natural Science Foundation of Zhejiang Province","doi-asserted-by":"publisher","award":["LY16F030010"],"award-info":[{"award-number":["LY16F030010"]}],"id":[{"id":"10.13039\/501100004731","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2019]]},"DOI":"10.1109\/access.2018.2889321","type":"journal-article","created":{"date-parts":[[2018,12,24]],"date-time":"2018-12-24T23:12:08Z","timestamp":1545693128000},"page":"3046-3061","source":"Crossref","is-referenced-by-count":84,"title":["Semi-Supervised Automatic Segmentation of Layer and Fluid Region in Retinal Optical Coherence Tomography Images Using Adversarial Learning"],"prefix":"10.1109","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3467-5607","authenticated-orcid":false,"given":"Xiaoming","family":"Liu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jun","family":"Cao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tianyu","family":"Fu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhifang","family":"Pan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Hu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kai","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jun","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1364\/BOE.8.003292"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1364\/BOE.9.003049"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-bioeng-071516-044442"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2017.07.005"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.322"},{"key":"ref30","first-page":"91","article-title":"Faster R-CNN: Towards real-time object detection with region proposal networks","author":"ren","year":"2015","journal-title":"Proc Int Conf Neural Inf Process"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1364\/BOE.9.004509"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2018.8451071"},{"key":"ref35","article-title":"Automated layer segmentation of retinal optical coherence tomography images using a deep feature enhanced structured random forests classifier","author":"liu","year":"2018","journal-title":"IEEE J Biomed Health Inform"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1364\/BOE.8.002732"},{"key":"ref28","first-page":"234","article-title":"U-net: Convolutional networks for biomedical image segmentation","author":"ronneberger","year":"2015","journal-title":"Proc Int Conf Med Image Comput Comput -Assist Intervent"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2572683"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2699184"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1126\/science.1957169"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.preteyeres.2007.07.005"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1364\/BOE.7.002888"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2016.06.008"},{"key":"ref21","article-title":"Automatic retinal layer segmentation of OCT images with central serous retinopathy","author":"xiang","year":"0","journal-title":"IEEE J Biomed Health Inform"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2662206"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2016.2574915"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref50","first-page":"1520","article-title":"Learning deconvolution network for semantic segmentation","author":"noh","year":"2016","journal-title":"Proc IEEE Int Conf Comput Vis"},{"key":"ref51","first-page":"1","article-title":"Rectifier nonlinearities improve neural network acoustic models","volume":"30","author":"maas","year":"2013","journal-title":"Proc ICML"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2018.2821244"},{"key":"ref56","author":"he","year":"2018","journal-title":"Topology guaranteed segmentation of the human retina from OCT using convolutional neural networks"},{"key":"ref55","first-page":"265","article-title":"TensorFlow: A system for large-scale machine learning","volume":"16","author":"abadi","year":"2016","journal-title":"Proc OSDI"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0133908"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/3DV.2016.79"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.304"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1364\/OE.18.019413"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1167\/iovs.13-11762"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1364\/BOE.8.004061"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2018.8451179"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2009.2016958"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2012.2225152"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2825397"},{"key":"ref16","author":"bishop","year":"2006","journal-title":"Pattern Recognition and Machine Learning"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2014.2300192"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2012.2235082"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1364\/BOE.6.001172"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1364\/BOE.8.003627"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.ajo.2004.08.069"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1364\/OPEX.13.009480"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1080\/17445760.2018.1472261"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2015.08.008"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1364\/OE.17.023719"},{"key":"ref49","first-page":"1","article-title":"Semantic segmentation using adversarial networks","author":"luc","year":"2016","journal-title":"Proc NIPS Workshop on Adversarial Training"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2017.2675382"},{"key":"ref46","first-page":"424","article-title":"3D U-Net: Learning dense volumetric segmentation from sparse annotation","author":"\u00e7i\u00e7ek","year":"2016","journal-title":"Proc Int Conf Med Image Comput Comput -Assist Intervent"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.231"},{"key":"ref48","first-page":"109","article-title":"Efficient inference in fully connected CRFs with Gaussian edge potentials","author":"kr\u00e4henb\u00fchl","year":"2011","journal-title":"Proc Int Conf Neural Inf Process"},{"key":"ref47","first-page":"1","article-title":"Multi-scale context aggregation by dilated convolutions","author":"yu","year":"2016","journal-title":"Proc Int Conf Learn Represent"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.606"},{"key":"ref41","first-page":"2672","article-title":"Generative adversarial networks","volume":"3","author":"goodfellow","year":"2014","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.189"},{"key":"ref43","author":"hung","year":"2018","journal-title":"Adversarial learning for semi-supervised semantic segmentation"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8600701\/08586858.pdf?arnumber=8586858","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T00:46:14Z","timestamp":1643157974000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8586858\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"references-count":57,"URL":"https:\/\/doi.org\/10.1109\/access.2018.2889321","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019]]}}}