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Opt. Express"],"published-print":{"date-parts":[[2023,2,1]]},"abstract":"<jats:p>\n                    Quantifying the full 3-D shape of the human crystalline lens is important for improving intraocular lens power or sizing calculations in treatments of cataract and presbyopia. In a previous work we described a novel method for the representation of the full shape of the\n                    <jats:italic>ex vivo<\/jats:italic>\n                    crystalline lens called\n                    <jats:italic>eigenlenses<\/jats:italic>\n                    , which proved more compact and accurate than compared state-of-the art methods of crystalline lens shape quantification. Here we demonstrate the use of\n                    <jats:italic>eigenlenses<\/jats:italic>\n                    to estimate the full shape of the crystalline lens\n                    <jats:italic>in vivo<\/jats:italic>\n                    from optical coherence tomography images, where only the information visible through the pupil is available. We compare the performance of\n                    <jats:italic>eigenlenses<\/jats:italic>\n                    with previous methods of full crystalline lens shape estimation, and demonstrate an improvement in repeatability, robustness and use of computational resources. We found that\n                    <jats:italic>eigenlenses<\/jats:italic>\n                    can be used to describe efficiently the crystalline lens full shape changes with accommodation and refractive error.\n                  <\/jats:p>","DOI":"10.1364\/boe.477557","type":"journal-article","created":{"date-parts":[[2022,12,5]],"date-time":"2022-12-05T02:00:07Z","timestamp":1670205607000},"page":"608","update-policy":"https:\/\/doi.org\/10.1364\/crossmark_policy","source":"Crossref","is-referenced-by-count":26,"title":["Estimation of the full shape of the crystalline lens in-vivo from OCT images using eigenlenses"],"prefix":"10.1364","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7097-8846","authenticated-orcid":true,"given":"Eduardo","family":"Mart\u00ednez-Enr\u00edquez","sequence":"first","affiliation":[{"id":[{"id":"https:\/\/ror.org\/02gfc7t72","id-type":"ROR","asserted-by":"publisher"}]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6855-0074","authenticated-orcid":true,"given":"Andrea","family":"Curatolo","sequence":"additional","affiliation":[{"id":[{"id":"https:\/\/ror.org\/02gfc7t72","id-type":"ROR","asserted-by":"publisher"}]},{"name":"Institute of Physical Chemistry"},{"name":"International Centre for Translational Eye Research (ICTER)"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2873-3412","authenticated-orcid":true,"given":"Alberto","family":"de Castro","sequence":"additional","affiliation":[{"id":[{"id":"https:\/\/ror.org\/02gfc7t72","id-type":"ROR","asserted-by":"publisher"}]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Judith S.","family":"Birkenfeld","sequence":"additional","affiliation":[{"id":[{"id":"https:\/\/ror.org\/02gfc7t72","id-type":"ROR","asserted-by":"publisher"}]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ana M.","family":"Gonz\u00e1lez","sequence":"additional","affiliation":[{"id":[{"id":"https:\/\/ror.org\/02gfc7t72","id-type":"ROR","asserted-by":"publisher"}]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5520-4930","authenticated-orcid":true,"given":"Ashik","family":"Mohamed","sequence":"additional","affiliation":[{"name":"LV Prasad Eye Institute"},{"name":"Brien Holden Vision Institute"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6491-8476","authenticated-orcid":true,"given":"Marco","family":"Ruggeri","sequence":"additional","affiliation":[{"name":"University of Miami School of Medicine"},{"name":"University of Miami College of Engineering"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fabrice","family":"Manns","sequence":"additional","affiliation":[{"name":"University of Miami School of Medicine"},{"name":"University of Miami College of Engineering"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zvietcovich","family":"Fernando","sequence":"additional","affiliation":[{"id":[{"id":"https:\/\/ror.org\/02gfc7t72","id-type":"ROR","asserted-by":"publisher"}]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5511-1697","authenticated-orcid":true,"given":"Susana","family":"Marcos","sequence":"additional","affiliation":[{"id":[{"id":"https:\/\/ror.org\/02gfc7t72","id-type":"ROR","asserted-by":"publisher"}]},{"name":"University of Rochester"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"285","published-online":{"date-parts":[[2023,1,5]]},"reference":[{"key":"boe-14-2-608-R2","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1146\/annurev-bioeng-082420-035827","volume":"23","author":"Marcos","year":"2021","journal-title":"Annu. 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Curatalo A. de Castro A. et al. , \u201c Estimation of the full shape of the crystalline lens in-vivo from optical coherence tomography images using eigenlenses: data ,\u201d Github , 2022 , https:\/\/github.com\/EduardoMartinezEnriquez\/Estimation-of-the-full-shape-of-the-crystalline-lens-in-vivo-from-optical-coherence-tomography-image .","DOI":"10.1364\/BOE.477557"}],"container-title":["Biomedical Optics Express"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/opg.optica.org\/viewmedia.cfm?URI=boe-14-2-608&seq=0","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,9]],"date-time":"2024-10-09T18:32:03Z","timestamp":1728498723000},"score":1,"resource":{"primary":{"URL":"https:\/\/opg.optica.org\/abstract.cfm?URI=boe-14-2-608"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,1,5]]},"references-count":51,"journal-issue":{"issue":"2","published-online":{"date-parts":[[2023]]},"published-print":{"date-parts":[[2023]]}},"URL":"https:\/\/doi.org\/10.1364\/boe.477557","relation":{},"ISSN":["2156-7085","2156-7085"],"issn-type":[{"value":"2156-7085","type":"print"},{"value":"2156-7085","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,1,5]]},"assertion":[{"value":"Optica Publishing Group","name":"publisher","label":"This article is maintained by"},{"value":"https:\/\/doi.org\/10.1364\/BOE.477557","name":"articlelink","label":"Crossref DOI link to publisher maintained version"},{"value":"research-article","name":"content_type","label":"Article type"},{"value":"Screened by Similarity Check","name":"cross_check","label":"Similarity check"},{"value":"Yes","order":0,"name":"peer_reviewed","label":"Peer reviewed","group":{"name":"peer_review","label":"Peer review"}},{"value":"Single blind","order":1,"name":"review_process","label":"Review process","group":{"name":"peer_review","label":"Peer review"}},{"value":"6 October 2022","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"29 November 2022","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"5 January 2023","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}},{"value":"\u00a9 2023 Optica Publishing Group under the terms of the Optica Open Access Publishing Agreement","name":"copyright","label":"Copyright"}]}}