{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,26]],"date-time":"2026-10-26T02:45:04Z","timestamp":1792982704075,"version":"4.5.0"},"reference-count":47,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T00:00:00Z","timestamp":1654041600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2022,6,1]],"date-time":"2022-06-01T00:00:00Z","timestamp":1654041600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T00:00:00Z","timestamp":1652140800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":["clinicalkey.com","clinicalkey.com.au","clinicalkey.es","clinicalkey.fr","clinicalkey.jp","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Computer Methods and Programs in Biomedicine"],"published-print":{"date-parts":[[2022,6]]},"DOI":"10.1016\/j.cmpb.2022.106868","type":"journal-article","created":{"date-parts":[[2022,5,11]],"date-time":"2022-05-11T03:17:59Z","timestamp":1652239079000},"page":"106868","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":11,"special_numbering":"C","title":["Predicting the biomechanical stability of IOLs inside the postcataract capsular bag with a finite element model"],"prefix":"10.1016","volume":"221","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8219-2365","authenticated-orcid":false,"given":"I.","family":"Cabeza-Gil","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9713-1813","authenticated-orcid":false,"given":"B.","family":"Calvo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"10094","key":"10.1016\/j.cmpb.2022.106868_bib0001","doi-asserted-by":"crossref","first-page":"600","DOI":"10.1016\/S0140-6736(17)30544-5","article-title":"Cataracts","volume":"390","author":"Liu","year":"2017","journal-title":"Lancet"},{"key":"10.1016\/j.cmpb.2022.106868_bib0002","unstructured":"WHO, Blindness: vision 2020 control of major blinding diseasesand disorders, Press Release (http:\/\/www.who.int\/mediacentre\/factsheets\/fs214\/en\/) (2016)."},{"key":"10.1016\/j.cmpb.2022.106868_bib0003","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1016\/j.ajo.2017.08.020","article-title":"Cataract surgery from 1918 to the present and future\u2014just imagine!","volume":"185","author":"Olson","year":"2018","journal-title":"Am. J. Ophthalmol."},{"key":"10.1016\/j.cmpb.2022.106868_bib0004","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1155\/2018\/4064369","article-title":"Comparison of two toric IOLs with different haptic design: optical quality after 1 year","volume":"2018","author":"Mih\u00e1ltz","year":"2018","journal-title":"J. Ophthalmol."},{"issue":"3","key":"10.1016\/j.cmpb.2022.106868_bib0005","doi-asserted-by":"crossref","first-page":"368","DOI":"10.1016\/j.jcrs.2007.10.031","article-title":"Sources of error in intraocular lens power calculation","volume":"34","author":"Norrby","year":"2008","journal-title":"J. Cataract Refract. Surg."},{"issue":"10","key":"10.1016\/j.cmpb.2022.106868_bib0006","doi-asserted-by":"crossref","first-page":"1440","DOI":"10.1136\/bjophthalmol-2016-309543","article-title":"Prediction of the true IOL position","volume":"101","author":"Norrby","year":"2017","journal-title":"Br. J. Ophthalmol."},{"key":"10.1016\/j.cmpb.2022.106868_bib0007","doi-asserted-by":"crossref","first-page":"104165","DOI":"10.1016\/j.jmbbm.2020.104165","article-title":"Effect of haptic geometry in c-loop intraocular lenses on optical quality","volume":"114","author":"Cabeza-Gil","year":"2021","journal-title":"J. Mech. Behav. Biomed. Mater."},{"issue":"1","key":"10.1016\/j.cmpb.2022.106868_bib0008","doi-asserted-by":"crossref","DOI":"10.1146\/annurev-bioeng-082420-035827","article-title":"Simulating outcomes of cataract surgery: important advances in ophthalmology","volume":"23","author":"Marcos","year":"2021","journal-title":"Annu. Rev. Biomed. Eng."},{"key":"10.1016\/j.cmpb.2022.106868_bib0009","first-page":"2","article-title":"Assessment of the accuracy of new and updated intraocular lens power calculation formulas in 10930 eyes from the uk national health service","volume":"46;1","author":"Darcy","year":"2020","journal-title":"J. Cataract Refract. Surg."},{"key":"10.1016\/j.cmpb.2022.106868_bib0010","doi-asserted-by":"crossref","DOI":"10.1007\/s10792-021-01751-y","article-title":"Could anatomical changes occurring with cataract surgery have a clinically significant effect on effective intraocular lens position?","author":"Fukumitsu","year":"2021","journal-title":"Int. Ophthalmol."},{"key":"10.1016\/j.cmpb.2022.106868_bib0011","series-title":"Ophthalmic implants. intraocular lenses. Mechanical properties and test methods","author":"BS EN ISO 11979-3:2012","year":"2012"},{"issue":"9","key":"10.1016\/j.cmpb.2022.106868_bib0012","doi-asserted-by":"crossref","first-page":"1404","DOI":"10.1016\/j.jcrs.2013.01.050","article-title":"Biomechanical and optical properties of 2 new hydrophobic platforms for intraocular lenses","volume":"39","author":"Bozukova","year":"2013","journal-title":"J. Cataract Refract. Surg."},{"issue":"4","key":"10.1016\/j.cmpb.2022.106868_bib0013","doi-asserted-by":"crossref","first-page":"501","DOI":"10.1016\/j.jcrs.2018.10.043","article-title":"Evaluation of intraocular lens mechanical stability","volume":"45","author":"Lane","year":"2019","journal-title":"J. Cataract Refract. Surg."},{"key":"10.1016\/j.cmpb.2022.106868_bib0014","first-page":"100905","article-title":"Posterior capsule opacification: what\u2019s in the bag?","author":"Wormstone","year":"2020","journal-title":"Prog. Retin. Eye Res."},{"key":"10.1016\/j.cmpb.2022.106868_bib0015","doi-asserted-by":"crossref","first-page":"104170","DOI":"10.1016\/j.jmbbm.2020.104170","article-title":"A numerical model of capsulorhexis to assess the relevance of size and position of the rhexis on the IOL decentering and tilt","volume":"114","author":"Cornaggia","year":"2021","journal-title":"J. Mech. Behav. Biomed. Mater."},{"issue":"6","key":"10.1016\/j.cmpb.2022.106868_bib0016","doi-asserted-by":"crossref","first-page":"949","DOI":"10.1016\/j.jcrs.2008.02.018","article-title":"Anterior segment changes during accommodation in eyes with a monofocal intraocular lens: high-frequency ultrasound study","volume":"34","author":"Marchini","year":"2008","journal-title":"J. Cataract Refract. Surg."},{"key":"10.1016\/j.cmpb.2022.106868_bib0017","doi-asserted-by":"crossref","first-page":"108487","DOI":"10.1016\/j.exer.2021.108487","article-title":"Assessment of intraocular lens\/capsular bag biomechanical interactions following cataract surgery in a human in vitro graded culture capsular bag model","volume":"205","author":"Wormstone","year":"2021","journal-title":"Exp. Eye Res."},{"issue":"11","key":"10.1016\/j.cmpb.2022.106868_bib0018","doi-asserted-by":"crossref","first-page":"2190","DOI":"10.1016\/S0161-6420(99)90504-3","article-title":"Postoperative intraocular lens rotation","volume":"106","author":"Patel","year":"1999","journal-title":"Ophthalmology"},{"issue":"2","key":"10.1016\/j.cmpb.2022.106868_bib0019","doi-asserted-by":"crossref","first-page":"348","DOI":"10.1016\/j.jcrs.2004.04.063","article-title":"Change in IOL position and capsular bag size with an angulated intraocular lens early after cataract surgery","volume":"31","author":"Koeppl","year":"2005","journal-title":"J. Cataract Refract. Surg."},{"issue":"11","key":"10.1016\/j.cmpb.2022.106868_bib0020","doi-asserted-by":"crossref","first-page":"1930","DOI":"10.1016\/j.jcrs.2007.06.067","article-title":"Prospective study of the acri.LISA bifocal intraocular lens","volume":"33","author":"Alfonso","year":"2007","journal-title":"J. Cataract Refract. Surg."},{"issue":"9","key":"10.1016\/j.cmpb.2022.106868_bib0021","doi-asserted-by":"crossref","first-page":"617","DOI":"10.3928\/1081597X-20200713-02","article-title":"Biomechanical stability of three intraocular lenses with different haptic designs: in silico and in vivo evaluation","volume":"36","author":"Rem\u00f3n","year":"2020","journal-title":"Journal of Refractive Surgery"},{"key":"10.1016\/j.cmpb.2022.106868_bib0022","doi-asserted-by":"crossref","first-page":"72","DOI":"10.1016\/j.ajo.2020.07.019","article-title":"Comparison of long-term rotational stability of three commonly implanted intraocular lenses","volume":"220","author":"Schartm\u00fcller","year":"2020","journal-title":"Am. J. Ophthalmol."},{"issue":"10","key":"10.1016\/j.cmpb.2022.106868_bib0023","doi-asserted-by":"crossref","first-page":"1353","DOI":"10.1097\/j.jcrs.0000000000000259","article-title":"Comparison of the rotational stability between plate-haptic toric and c-loop haptic toric IOLs in myopic eyes","volume":"46","author":"Zhu","year":"2020","journal-title":"J. Cataract Refract. Surg."},{"issue":"11","key":"10.1016\/j.cmpb.2022.106868_bib0024","doi-asserted-by":"crossref","first-page":"7057","DOI":"10.1167\/iovs.14-15302","article-title":"An in vitro evaluation of the anew zephyr open-bag IOL in the prevention of posterior capsule opacification using a human capsular bag model","volume":"55","author":"Eldred","year":"2014","journal-title":"Investigat. Opthalmol. Visual Sci."},{"issue":"1","key":"10.1016\/j.cmpb.2022.106868_bib0025","doi-asserted-by":"crossref","DOI":"10.1186\/s12886-020-01349-5","article-title":"Evaluation of posterior capsule opacification of the alcon clareon IOL vs the alcon acrysof IOL using a human capsular bag model","volume":"20","author":"Hillenmayer","year":"2020","journal-title":"BMC Ophthalmol."},{"key":"10.1016\/j.cmpb.2022.106868_bib0026","doi-asserted-by":"crossref","first-page":"108430","DOI":"10.1016\/j.exer.2020.108430","article-title":"An in vitro system to investigate IOL: lens capsule interaction","volume":"203","author":"Jaitli","year":"2021","journal-title":"Exp. Eye Res."},{"issue":"2","key":"10.1016\/j.cmpb.2022.106868_bib0027","doi-asserted-by":"crossref","first-page":"222","DOI":"10.1097\/j.jcrs.0000000000000711","article-title":"Influence of anterior capsulorhexis shape, centration, size, and location on intraocular lens position: finite element model","volume":"48","author":"Rossi","year":"2022","journal-title":"J. Cataract Refract. Surg."},{"key":"10.1016\/j.cmpb.2022.106868_bib0028","doi-asserted-by":"crossref","first-page":"110127","DOI":"10.1016\/j.jbiomech.2020.110127","article-title":"Altered stress field of the human lens capsule after cataract surgery","volume":"115","author":"Berggren","year":"2021","journal-title":"J. Biomech."},{"issue":"4","key":"10.1016\/j.cmpb.2022.106868_bib0029","doi-asserted-by":"crossref","first-page":"696","DOI":"10.3390\/sym13040696","article-title":"Axisymmetric finite element modelling of the human lens complex under cataract surgery","volume":"13","author":"Cardoso","year":"2021","journal-title":"Symmetry"},{"key":"10.1016\/j.cmpb.2022.106868_bib0030","doi-asserted-by":"crossref","first-page":"106025","DOI":"10.1016\/j.cmpb.2021.106025","article-title":"A study for lens capsule tearing during capsulotomy by finite element simulation","volume":"203","author":"Han","year":"2021","journal-title":"Comput. Methods Programs Biomed."},{"key":"10.1016\/j.cmpb.2022.106868_bib0031","first-page":"1","article-title":"Numerical modelling to assess the tear force of human capsulotomy margin","author":"Han","year":"2021","journal-title":"Comput. Methods Biomech. Biomed. Eng."},{"key":"10.1016\/j.cmpb.2022.106868_bib0032","doi-asserted-by":"crossref","first-page":"111054","DOI":"10.1016\/j.jbiomech.2022.111054","article-title":"A biomechanical model for evaluating the performance of accommodative intraocular lenses","volume":"136","author":"Ameku","year":"2022","journal-title":"J. Biomech."},{"issue":"4","key":"10.1016\/j.cmpb.2022.106868_bib0033","doi-asserted-by":"crossref","first-page":"1127","DOI":"10.1007\/s10439-019-02432-9","article-title":"Systematic study on the biomechanical stability of c-loop intraocular lenses: approach to an optimal design of the haptics","volume":"48","author":"Cabeza-Gil","year":"2019","journal-title":"Ann. Biomed. Eng."},{"issue":"6","key":"10.1016\/j.cmpb.2022.106868_bib0034","doi-asserted-by":"crossref","first-page":"749","DOI":"10.1016\/S1350-9462(03)00063-6","article-title":"Mechanical properties of the human lens capsule","volume":"22","author":"Krag","year":"2003","journal-title":"Prog. Retin Eye Res."},{"issue":"2","key":"10.1016\/j.cmpb.2022.106868_bib0035","doi-asserted-by":"crossref","first-page":"691","DOI":"10.1167\/iovs.02-0096","article-title":"Mechanical properties of the human posterior lens capsule","volume":"44","author":"Krag","year":"2003","journal-title":"Investig. Ophthalmol. Vis. Sci."},{"issue":"4","key":"10.1016\/j.cmpb.2022.106868_bib0036","doi-asserted-by":"crossref","first-page":"547","DOI":"10.1016\/S0886-3350(98)80300-3","article-title":"Relationship between lens and capsular bag size","volume":"24","author":"Vasavada","year":"1998","journal-title":"J Cataract Refract Surg"},{"issue":"10","key":"10.1016\/j.cmpb.2022.106868_bib0037","doi-asserted-by":"crossref","first-page":"2183","DOI":"10.1016\/j.jcrs.2004.02.079","article-title":"Capsulorhexis ovaling and capsular bag stretch after rigid and foldable intraocular lens implantation","volume":"30","author":"Pandey","year":"2004","journal-title":"J. Cataract Refract. Surg."},{"issue":"5","key":"10.1016\/j.cmpb.2022.106868_bib0038","doi-asserted-by":"crossref","first-page":"2053","DOI":"10.1167\/iovs.05-1002","article-title":"Human lens capsule thickness as a function of age and location along the sagittal lens perimeter","volume":"47","author":"Barraquer","year":"2006","journal-title":"Investig. Ophthalmol. Vis. Sci."},{"issue":"10","key":"10.1016\/j.cmpb.2022.106868_bib0039","doi-asserted-by":"crossref","first-page":"6109","DOI":"10.1167\/iovs.11-8702","article-title":"Elastic properties of human lens zonules as a function of age in presbyopes","volume":"53","author":"Michael","year":"2012","journal-title":"Investig. Opthalmol. Visual Sci."},{"issue":"2","key":"10.1016\/j.cmpb.2022.106868_bib0040","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1364\/BOE.10.000411","article-title":"In vivo measurement of the human crystalline lens equivalent refractive index using extended-depth OCT","volume":"10","author":"Chang","year":"2019","journal-title":"Biomed. Opt. Express"},{"issue":"1","key":"10.1016\/j.cmpb.2022.106868_bib0041","doi-asserted-by":"crossref","first-page":"68","DOI":"10.3126\/nepjoph.v3i1.4281","article-title":"Intraocular lens tilt and decentration: a concern for contemporary IOL designs","volume":"3","author":"Ale","year":"2011","journal-title":"Nepalese J. Ophthalmol."},{"issue":"21\u201322","key":"10.1016\/j.cmpb.2022.106868_bib0042","doi-asserted-by":"crossref","first-page":"3532","DOI":"10.1016\/j.ijsolstr.2014.06.004","article-title":"Wrinkled membrane element based on the wrinkling potential","volume":"51","author":"Wang","year":"2014","journal-title":"Int. J. Solids Struct."},{"issue":"1","key":"10.1016\/j.cmpb.2022.106868_bib0043","doi-asserted-by":"crossref","DOI":"10.1038\/s41598-020-77207-7","article-title":"Long-term myofibroblast persistence in the capsular bag contributes to the late spontaneous in-the-bag intraocular lens dislocation","volume":"10","author":"Bisevac","year":"2020","journal-title":"Sci. Rep."},{"issue":"3","key":"10.1016\/j.cmpb.2022.106868_bib0044","doi-asserted-by":"crossref","first-page":"387","DOI":"10.1364\/BOE.4.000387","article-title":"Full OCT anterior segment biometry: an application in cataract surgery","volume":"4","author":"Ortiz","year":"2013","journal-title":"Biomed. Opt. Express"},{"key":"10.1016\/j.cmpb.2022.106868_bib0045","doi-asserted-by":"crossref","DOI":"10.1007\/s10439-020-02636-4","article-title":"Customised selection of the haptic design in c-loop intraocular lenses based on deep learning","author":"Cabeza-Gil","year":"2020","journal-title":"Ann. Biomed. Eng."},{"issue":"2","key":"10.1016\/j.cmpb.2022.106868_bib0046","doi-asserted-by":"crossref","first-page":"517","DOI":"10.1038\/s41433-020-0883-3","article-title":"Accuracy of a new intraocular lens power calculation method based on artificial intelligence","volume":"35","author":"Gonz\u00e1lez","year":"2020","journal-title":"Eye"},{"issue":"1","key":"10.1016\/j.cmpb.2022.106868_bib0047","first-page":"74","article-title":"Predicting spatial displacement based on intraocular image design using convolution neural network - preliminary findings","volume":"3","author":"Mohd Tamrin","year":"2021","journal-title":"J. Inf. Syst. Digital Technol."}],"container-title":["Computer Methods and Programs in Biomedicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0169260722002504?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0169260722002504?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,9,30]],"date-time":"2025-09-30T04:13:32Z","timestamp":1759205612000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0169260722002504"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,6]]},"references-count":47,"alternative-id":["S0169260722002504"],"URL":"https:\/\/doi.org\/10.1016\/j.cmpb.2022.106868","relation":{},"ISSN":["0169-2607"],"issn-type":[{"value":"0169-2607","type":"print"}],"subject":[],"published":{"date-parts":[[2022,6]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Predicting the biomechanical stability of IOLs inside the postcataract capsular bag with a finite element model","name":"articletitle","label":"Article Title"},{"value":"Computer Methods and Programs in Biomedicine","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.cmpb.2022.106868","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2022 The Author(s). Published by Elsevier B.V.","name":"copyright","label":"Copyright"}],"article-number":"106868"}}