{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,19]],"date-time":"2026-01-19T10:04:02Z","timestamp":1768817042850,"version":"3.49.0"},"reference-count":104,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/access.2021.3108395","type":"journal-article","created":{"date-parts":[[2021,8,27]],"date-time":"2021-08-27T20:04:50Z","timestamp":1630094690000},"page":"168731-168748","source":"Crossref","is-referenced-by-count":50,"title":["Recent Developments in Detection of Central Serous Retinopathy Through Imaging and Artificial Intelligence Techniques\u2013A Review"],"prefix":"10.1109","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0886-4140","authenticated-orcid":false,"given":"Syed Ale","family":"Hassan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6825-3851","authenticated-orcid":false,"given":"Shahzad","family":"Akbar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3817-2655","authenticated-orcid":false,"given":"Amjad","family":"Rehman","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3138-3801","authenticated-orcid":false,"given":"Tanzila","family":"Saba","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5460-5679","authenticated-orcid":false,"given":"Hoshang","family":"Kolivand","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Saeed Ali","family":"Bahaj","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","year":"2020","journal-title":"Normal Coloured Retinal OCT Image"},{"key":"ref38","volume":"10554","author":"cardoso","year":"2017","journal-title":"Fetal Infant and Ophthalmic Medical Image Analysis International Workshop FIFI 2017 and 4th International Workshop OMIA 2017 Held in Conjunction With MICCAI 2017"},{"key":"ref33","year":"2013","journal-title":"Central Serous Retinopathy Overview"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.2147\/OPTH.S115685"},{"key":"ref31","year":"2020","journal-title":"Central Serous Retinopathy"},{"key":"ref30","year":"2020","journal-title":"Central Serous Retinopathy"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-019-7395-9"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.2147\/OPTH.S220845"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.sjopt.2015.01.007"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.4103\/ojo.OJO_29_2018"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.survophthal.2020.03.002"},{"key":"ref27","first-page":"213","author":"sarhan","year":"2020","journal-title":"Approaches for Early Detection of Glaucoma Using Retinal Images A Performance Analysis"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s00417-020-04609-8"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.ophtha.2017.12.034"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1111\/aos.14306"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s00417-017-3850-3"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106165"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1155\/2020\/7493419"},{"key":"ref101","first-page":"978","article-title":"Deep learning based sub-retinal fluid segmentation in central serous chorioretinopathy optical coherence tomography scans","author":"rao","year":"2019","journal-title":"Proc 41st Annu Int Conf IEEE Eng Med Biol Soc (EMBC)"},{"key":"ref26","first-page":"283","author":"kaur","year":"2020","journal-title":"Artificial Intelligence Based Glaucoma Detection"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1109\/CIBCB.2015.7300299"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1097\/IJG.0000000000001553"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1001\/jamaophthalmol.2015.1320"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1097\/IAE.0000000000001040"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2016.7493363"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1364\/OL.18.001864"},{"key":"ref57","first-page":"1","author":"min","year":"2019","journal-title":"Stereo Atlas of Vitreoretinal Diseases"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/S0002-9394(14)73760-2"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/S0161-6420(96)30386-2"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1159\/000448630"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1111\/aos.12059"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/s10792-013-9774-y"},{"key":"ref40","year":"2020","journal-title":"Central Serous Retinopathy Coloured Retinal OCT Image"},{"key":"ref4","first-page":"129","article-title":"AVRDB: Annotated dataset for vessel segmentation and calculation of arteriovenous ratio","author":"akbar","year":"2017","journal-title":"Proc Int Conf Image Process Comput Vis Pattern Recognit (IPCV)"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.dib.2020.105282"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CAIDA51941.2021.9425161"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1002\/jemt.23172"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1167\/iovs.16-19964"},{"key":"ref49","first-page":"1","article-title":"Chronic central serous chorioretinopathy imaged by optical coherence tomographic angiography","author":"maftouhi","year":"2015","journal-title":"Amer J Ophthalmology"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2920616"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1111\/aos.13613"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/s00417-015-3244-3"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/S0002-9394(14)73524-X"},{"key":"ref48","first-page":"1","article-title":"Optical coherence tomography angiography in central serous chorioretinopathy","volume":"2015","author":"costanzo","year":"2015","journal-title":"Ophthalmology"},{"key":"ref47","doi-asserted-by":"crossref","first-page":"288","DOI":"10.1097\/00006982-200306000-00002","article-title":"Indocyanine green angiography-guided photodynamic therapy for treatment of chronic central serous chorioretinopathy: A pilot study","volume":"23","author":"gross","year":"2003","journal-title":"Retina"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.cell.2018.02.010"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2019.106532"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1136\/bjo.87.6.709"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1167\/iovs.15-17140"},{"key":"ref73","year":"2020","journal-title":"Overview of Convolutional Neural Networks"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1136\/bjophthalmol-2018-313173"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.21037\/jmai.2019.08.01"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1016\/j.pdpdt.2020.101702"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1016\/j.survophthal.2012.07.004"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2016.09.004"},{"key":"ref74","year":"2020","journal-title":"Convolutional Layers Overview"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1364\/JOSAA.33.000455"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1155\/2013\/385915"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1136\/bjophthalmol-2017-311489"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2015.2408632"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2005.848655"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1364\/BOE.8.004257"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1080\/08820538.2019.1640749"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1016\/j.compmedimag.2003.12.002"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.5301\/ejo.5000796"},{"key":"ref66","article-title":"Mobile artificial intelligence technology for detecting macula edema and subretinal fluid on OCT scans: Initial results from the DATUM alpha study","author":"odaibo","year":"2019","journal-title":"arXiv 1902 02905"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1097\/IAE.0000000000002441"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1016\/j.sjopt.2014.03.009"},{"key":"ref2","first-page":"1","article-title":"Retina anatomy","author":"dahl","year":"2015","journal-title":"Medscape References"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1016\/j.pdpdt.2019.101604"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1442-9071.2010.02363.x"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1109\/C-CODE.2019.8680996"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1364\/BOE.8.001874"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2019.04.027"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-018-0107-6"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1364\/BOE.8.004061"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1007\/s00417-021-05151-x"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1364\/BOE.6.000155"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-021-02364-4"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref98","article-title":"Assessment of central serous chorioretinopathy (CSC) depicted on color fundus photographs using deep learning","author":"zhen","year":"2019","journal-title":"arXiv 1901 04540"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1364\/BOE.10.003987"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2019.8857075"},{"key":"ref97","article-title":"Rethinking atrous convolution for semantic image segmentation","author":"chen","year":"2017","journal-title":"arXiv 1706 05587"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2016.17216"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3310\/hta20920"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1038\/s41433-018-0064-9"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1177\/1932296816628546"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s10044-017-0630-y"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2017.11.014"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2018.06.004"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.18203\/2320-6012.ijrms20150296"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-017-0712-9"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/IST.2015.7294517"},{"key":"ref18","first-page":"1","article-title":"Retinal microvascular changes in hypertensive patients with different levels of blood pressure control and without hypertensive retinopathy","volume":"46","author":"hua","year":"2020","journal-title":"Current Eye Res"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0216492"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1167\/iovs.16-21053"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-67561-9_13"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/7148245"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2016.04.017"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/9480791"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1364\/AO.55.000454"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-00934-2_42"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1016\/j.ajo.2012.07.030"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9312710\/09524580.pdf?arnumber=9524580","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,2,21]],"date-time":"2022-02-21T22:27:15Z","timestamp":1645482435000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9524580\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":104,"URL":"https:\/\/doi.org\/10.1109\/access.2021.3108395","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}