{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,12]],"date-time":"2026-06-12T23:22:59Z","timestamp":1781306579926,"version":"3.54.1"},"reference-count":65,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/access.2023.3312616","type":"journal-article","created":{"date-parts":[[2023,9,6]],"date-time":"2023-09-06T17:31:38Z","timestamp":1694021498000},"page":"107754-107766","source":"Crossref","is-referenced-by-count":9,"title":["Nuclear Cataract Database for Biomedical and Machine Learning Applications"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0380-0233","authenticated-orcid":false,"given":"Israel","family":"Cruz-Vega","sequence":"first","affiliation":[{"name":"Department of Electronics, National Institute of Astrophysics, Optics and Electronics, Puebla, Mexico"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5382-7146","authenticated-orcid":false,"given":"Hans Israel","family":"Morales-Lopez","sequence":"additional","affiliation":[{"name":"Department of Electronics, National Institute of Astrophysics, Optics and Electronics, Puebla, Mexico"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8515-2489","authenticated-orcid":false,"given":"Juan Manuel","family":"Ramirez-Cortes","sequence":"additional","affiliation":[{"name":"Department of Electronics, National Institute of Astrophysics, Optics and Electronics, Puebla, Mexico"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2785-5060","authenticated-orcid":false,"given":"Jose","family":"De Jesus Rangel-Magdaleno","sequence":"additional","affiliation":[{"name":"Department of Electronics, National Institute of Astrophysics, Optics and Electronics, Puebla, Mexico"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1001\/archopht.1993.01090060119035"},{"key":"ref57","first-page":"1841","article-title":"Computer aided diagnosis of nuclear cataract","author":"li","year":"2008","journal-title":"Proc 3rd IEEE Conf Ind Electron Appl"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/BF00137534"},{"key":"ref56","first-page":"3904","article-title":"Image based diagnosis of cortical cataract","author":"li","year":"2008","journal-title":"Proc 30th Annu Int Conf IEEE Eng Med Biol Soc"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1080\/09286580600878844"},{"key":"ref59","first-page":"5359","article-title":"Automatic detection of posterior subcapsular cataract opacity for cataract screening","author":"li","year":"2010","journal-title":"Proc Annu Int Conf IEEE Eng Med Biol"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s11633-022-1329-0"},{"key":"ref58","first-page":"3693","article-title":"An automatic diagnosis system of nuclear cataract using slit-lamp images","author":"li","year":"2009","journal-title":"Proc Annu Int Conf IEEE Eng Med Biol Soc"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3312616"},{"key":"ref52","first-page":"43","article-title":"Opacidad del cristalino de acuerdo al sistema LOCS III en una muestra hospitalaria mexicana","volume":"77","author":"breton","year":"2010","journal-title":"Revista Hospital Juárez México"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1001\/archopht.1989.01070020053028"},{"key":"ref55","first-page":"553","article-title":"Automatic opacity detection in retro-illumination images for cortical cataract diagnosis","author":"li","year":"2008","journal-title":"Proc IEEE Int Conf Multimedia Expo"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3109\/09286589709059192"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2019.8856636"},{"key":"ref17","article-title":"Improving the generalizability of infantile cataracts detection via deep learning-based lens partition strategy and multicenter datasets","volume":"8","author":"jiang","year":"2021","journal-title":"Frontiers of Medicine"},{"key":"ref16","first-page":"7148","article-title":"Integrating research, clinical practice and translation: The Singapore experience","author":"liu","year":"2013","journal-title":"Proc 35th Annu Int Conf IEEE Eng Med Biol Soc (EMBC)"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/42.845178"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1177\/193229680900300315"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4939-2507-0_46"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2019.07.006"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04271-3_97"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/1964921.1964942"},{"key":"ref48","volume":"2","author":"hastie","year":"2009","journal-title":"The Elements of Statistical Learning Data Mining Inference and Prediction"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1038\/s41580-021-00407-0"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/WiSPNET.2016.7566355"},{"key":"ref41","first-page":"1333","article-title":"Automatic detection of eye cataract using deep convolution neural networks (DCNNs)","author":"rajib hossain","year":"2020","journal-title":"Proc IEEE Region 10 Symp (TENSYMP)"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICCSP.2016.7754129"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.3390\/electronics5030057"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.12.038"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICICI-BME.2009.5417287"},{"key":"ref7","year":"2019","journal-title":"World report on vision"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.7860\/JCDR\/2014\/4475.3904"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.30632\/SPWLA-2021-0036"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.jocm.2018.07.002"},{"key":"ref6","first-page":"1343","article-title":"A review on diseases manifestation by ocular diseases using computer aided diagnosis (CAD)","volume":"7","author":"ramlee","year":"2015","journal-title":"Int J Eng Technol"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.1.3195.467"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/AIIoT52608.2021.9454244"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2015.2444389"},{"key":"ref34","first-page":"674","article-title":"Classification of retinal image for automatic cataract detection","author":"yang","year":"2013","journal-title":"Proc IEEE 15th Int Conf E-Health Netw Appl Services (Healthcom)"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/5645498"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2014.09.005"},{"key":"ref31","first-page":"18","article-title":"A fuzzy inference system based approach for detection, classification and grading of cataract","volume":"47","author":"salla","year":"2010","journal-title":"Int J Comput Sci Issues"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/BMEI.2009.5304895"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2010.2062197"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-009-9275-8"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMra1814259"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.7861\/fhj.2021-0095"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3112938"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2019.2914690"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3390\/data3030025"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2008.04.005"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2014.11.003"},{"key":"ref25","first-page":"4434","article-title":"Automatic pterygium detection on cornea images to enhance computer-aided cortical cataract grading system","author":"gao","year":"2012","journal-title":"Proc Annu Int Conf IEEE Eng Med Biol Soc"},{"key":"ref20","first-page":"1","article-title":"DIARETDB0: Evaluation database and methodology for diabetic retinopathy algorithms","author":"kauppi","year":"2006"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-6636-0_3"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3025346"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2004.825627"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.5566\/ias.1155"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-09954-8"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2007.4353454"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICIEA.2011.5975564"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2010.2041454"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2011.6115746"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-03023-0_3"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/COMPSAC.2016.227"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10005208\/10241346.pdf?arnumber=10241346","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,23]],"date-time":"2023-10-23T18:20:13Z","timestamp":1698085213000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10241346\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":65,"URL":"https:\/\/doi.org\/10.1109\/access.2023.3312616","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}