{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T22:48:48Z","timestamp":1775861328082,"version":"3.50.1"},"reference-count":60,"publisher":"Informa UK Limited","issue":"6","funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["[11527801"],"award-info":[{"award-number":["[11527801"]}],"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":["41706201]."],"award-info":[{"award-number":["41706201]."]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Computer Methods in Biomechanics and Biomedical Engineering: Imaging &amp; Visualization"],"published-print":{"date-parts":[[2022,11,2]]},"DOI":"10.1080\/21681163.2021.2021111","type":"journal-article","created":{"date-parts":[[2022,1,7]],"date-time":"2022-01-07T07:17:40Z","timestamp":1641539860000},"page":"663-674","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":66,"title":["A Transfer Learning and U-Net-based automatic detection of diabetic retinopathy from fundus images"],"prefix":"10.1080","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7760-3374","authenticated-orcid":false,"given":"Anas","family":"Bilal","sequence":"first","affiliation":[{"name":"Faculty of Information Technology, Beijing University of Technology, Beijing, China"}]},{"given":"Guangmin","family":"Sun","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology, Beijing University of Technology, Beijing, China"}]},{"given":"Sarah","family":"Mazhar","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology, Beijing University of Technology, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3598-2780","authenticated-orcid":false,"given":"Azhar","family":"Imran","sequence":"additional","affiliation":[{"name":"Department of Creative Technologies, Air University, Islamabad, Pakistan"}]},{"given":"Jahanzaib","family":"Latif","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology, Beijing University of Technology, Beijing, China"}]}],"member":"301","published-online":{"date-parts":[[2022,1,6]]},"reference":[{"key":"cit0001","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-017-1638-6"},{"key":"cit0002","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-020-09630-x"},{"key":"cit0003","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2009.2037146"},{"key":"cit0004","doi-asserted-by":"publisher","DOI":"10.1109\/MICCCA.2008.4669845"},{"key":"cit0005","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-016-1563-0"},{"issue":"1","key":"cit0006","volume":"1","author":"Aras RA","year":"2016","journal-title":"Commun Sci Technol"},{"key":"cit0007","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2016.09.009"},{"key":"cit0008","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3027794"},{"key":"cit0009","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2019.103345"},{"key":"cit0010","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"cit0011","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2019.101631"},{"key":"cit0012","doi-asserted-by":"publisher","DOI":"10.2337\/diacare.27.2007.S84"},{"key":"cit0013","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2979753"},{"key":"cit0014","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2974158"},{"key":"cit0015","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2016.17216"},{"key":"cit0016","doi-asserted-by":"publisher","DOI":"10.1111\/aos.14193"},{"key":"cit0017","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2015.01.004"},{"key":"cit0018","first-page":"1","author":"Imran A","year":"2020","journal-title":"Comput Methods Biomech Biomed Eng: Imaging & Visualization"},{"key":"cit0019","doi-asserted-by":"publisher","DOI":"10.1109\/SSCI44817.2019.9002864"},{"key":"cit0020","doi-asserted-by":"publisher","DOI":"10.1021\/acs.joc.5b00892"},{"key":"cit0021","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-71622-6"},{"key":"cit0022","first-page":"1","author":"Kalyani G","year":"2021","journal-title":"Complex Intell Syst"},{"key":"cit0023","first-page":"1","author":"Kanimozhi J","year":"2020","journal-title":"J Ambient Intell Humaniz Comput"},{"key":"cit0024","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2019.07.005"},{"key":"cit0025","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3029117"},{"key":"cit0026","doi-asserted-by":"publisher","DOI":"10.1016\/j.optlastec.2019.105815"},{"key":"cit0027","first-page":"13124400","author":"Lin M","year":"2013","journal-title":"arXiv"},{"key":"cit0028","doi-asserted-by":"publisher","DOI":"10.1016\/j.compmedimag.2016.09.001"},{"key":"cit0029","doi-asserted-by":"publisher","DOI":"10.1155\/2019\/3926930"},{"key":"cit0030","doi-asserted-by":"publisher","DOI":"10.1109\/ICCSP.2014.6950022"},{"key":"cit0031","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-1483-8_16"},{"key":"cit0032","first-page":"020026","volume-title":"AIP Conference Proceedings","volume":"1836","author":"Mann KS","year":"2017"},{"key":"cit0033","first-page":"1","author":"Math L","year":"2020","journal-title":"Multimed Tools Appl"},{"key":"cit0034","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-79139-8"},{"key":"cit0035","unstructured":"Organization WH, et al. 2016. Global report on diabetes."},{"key":"cit0036","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2017.10.017"},{"key":"cit0037","unstructured":"Parthiban K, Venkatachalapathy K. date unknown. A comprehensive review of computer aided diagnosis models for diabetic retinopathy detection and classification."},{"key":"cit0038","doi-asserted-by":"publisher","DOI":"10.1109\/INCET49848.2020.9154014"},{"key":"cit0039","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3005044"},{"key":"cit0040","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2993937"},{"key":"cit0041","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2947484"},{"key":"cit0042","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-020-10238-4"},{"key":"cit0043","doi-asserted-by":"publisher","DOI":"10.1162\/neco_a_00990"},{"key":"cit0044","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"cit0045","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2013.2294635"},{"key":"cit0046","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2015.10.012"},{"key":"cit0047","first-page":"1345","volume":"8","author":"Sellahewa L","year":"2014","journal-title":"Clin Ophthalmol (Auckland, NZ)"},{"key":"cit0048","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-817438-8.00007-9"},{"key":"cit0049","first-page":"1","author":"Shayma\u2019a AH","year":"2020","journal-title":"Multimed Tools Appl"},{"key":"cit0050","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-017-0853-x"},{"key":"cit0051","doi-asserted-by":"publisher","DOI":"10.1080\/09500340903118517"},{"key":"cit0052","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2985543"},{"key":"cit0053","first-page":"150801667","author":"Wang L","year":"2015","journal-title":"arXiv"},{"key":"cit0054","doi-asserted-by":"publisher","DOI":"10.1159\/000502387"},{"key":"cit0055","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2019.103537"},{"key":"cit0056","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2903171"},{"key":"cit0057","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2010.02.008"},{"key":"cit0058","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2014.05.004"},{"key":"cit0059","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2016.7532387"},{"key":"cit0060","doi-asserted-by":"publisher","DOI":"10.1155\/2019\/8973287"}],"container-title":["Computer Methods in Biomechanics and Biomedical Engineering: Imaging &amp; Visualization"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/21681163.2021.2021111","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,7]],"date-time":"2022-11-07T12:38:51Z","timestamp":1667824731000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/21681163.2021.2021111"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,1,6]]},"references-count":60,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2022,11,2]]}},"alternative-id":["10.1080\/21681163.2021.2021111"],"URL":"https:\/\/doi.org\/10.1080\/21681163.2021.2021111","relation":{},"ISSN":["2168-1163","2168-1171"],"issn-type":[{"value":"2168-1163","type":"print"},{"value":"2168-1171","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,1,6]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tciv20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tciv20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2020-12-25","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-12-17","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-01-06","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}