{"id":"https://openalex.org/W4391582597","doi":"https://doi.org/10.1109/access.2024.3361042","title":"Predicting Postoperative Intraocular Lens Dislocation in Cataract Surgery via Deep Learning","display_name":"Predicting Postoperative Intraocular Lens Dislocation in Cataract Surgery via Deep Learning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391582597","doi":"https://doi.org/10.1109/access.2024.3361042"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3361042","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3361042","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10423124.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10423124.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043619224","display_name":"Negin Ghamsarian","orcid":"https://orcid.org/0000-0002-0908-8972"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Negin Ghamsarian","raw_affiliation_strings":["ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-0908-8972","affiliations":[{"raw_affiliation_string":"ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023756930","display_name":"Doris Putzgruber-Adamitsch","orcid":"https://orcid.org/0009-0007-3160-5116"},"institutions":[{"id":"https://openalex.org/I4210087996","display_name":"Klinikum Klagenfurt","ror":"https://ror.org/007xcwj53","country_code":"AT","type":"healthcare","lineage":["https://openalex.org/I4210087996"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Doris Putzgruber-Adamitsch","raw_affiliation_strings":["Department of Ophthalmology, Klinikum Klagenfurt, Klagenfurt am W&#x00F6;rthersee, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, Klinikum Klagenfurt, Klagenfurt am W&#x00F6;rthersee, Austria","institution_ids":["https://openalex.org/I4210087996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049060862","display_name":"Stephanie Sarny","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087996","display_name":"Klinikum Klagenfurt","ror":"https://ror.org/007xcwj53","country_code":"AT","type":"healthcare","lineage":["https://openalex.org/I4210087996"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Stephanie Sarny","raw_affiliation_strings":["Department of Ophthalmology, Klinikum Klagenfurt, Klagenfurt am W&#x00F6;rthersee, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, Klinikum Klagenfurt, Klagenfurt am W&#x00F6;rthersee, Austria","institution_ids":["https://openalex.org/I4210087996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083445640","display_name":"Raphael Sznitman","orcid":"https://orcid.org/0000-0001-6791-4753"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Raphael Sznitman","raw_affiliation_strings":["ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ARTORG Center for Biomedical Engineering Research, University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020123717","display_name":"Klaus Schoeffmann","orcid":"https://orcid.org/0000-0002-9218-1704"},"institutions":[{"id":"https://openalex.org/I4210166741","display_name":"University of Klagenfurt","ror":"https://ror.org/05q9m0937","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210166741"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Klaus Schoeffmann","raw_affiliation_strings":["Department of Information Technology, University of Klagenfurt, Klagenfurt am W&#x00F6;rthersee, Austria"],"raw_orcid":"https://orcid.org/0000-0002-9218-1704","affiliations":[{"raw_affiliation_string":"Department of Information Technology, University of Klagenfurt, Klagenfurt am W&#x00F6;rthersee, Austria","institution_ids":["https://openalex.org/I4210166741"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063900865","display_name":"Yosuf El\u2010Shabrawi","orcid":"https://orcid.org/0000-0003-1704-0183"},"institutions":[{"id":"https://openalex.org/I202276237","display_name":"Medical University of Graz","ror":"https://ror.org/02n0bts35","country_code":"AT","type":"education","lineage":["https://openalex.org/I202276237"]},{"id":"https://openalex.org/I4210087996","display_name":"Klinikum Klagenfurt","ror":"https://ror.org/007xcwj53","country_code":"AT","type":"healthcare","lineage":["https://openalex.org/I4210087996"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Yosuf El-Shabrawi","raw_affiliation_strings":["Department of Ophthalmology, Klinikum Klagenfurt, Klagenfurt am W&#x00F6;rthersee, Austria","Department of Ophthalmology, Medical University of Graz, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, Klinikum Klagenfurt, Klagenfurt am W&#x00F6;rthersee, Austria","institution_ids":["https://openalex.org/I4210087996"]},{"raw_affiliation_string":"Department of Ophthalmology, Medical University of Graz, Graz, Austria","institution_ids":["https://openalex.org/I202276237"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5043619224"],"corresponding_institution_ids":["https://openalex.org/I118564535"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.4907,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.87402251,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"21012","last_page":"21025"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11291","display_name":"Intraocular Surgery and Lenses","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11291","display_name":"Intraocular Surgery and Lenses","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10381","display_name":"Ophthalmology and Visual Impairment Studies","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10563","display_name":"Corneal surgery and disorders","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/intraocular-lens","display_name":"Intraocular lens","score":0.6936385631561279},{"id":"https://openalex.org/keywords/cataract-surgery","display_name":"Cataract surgery","score":0.6616607308387756},{"id":"https://openalex.org/keywords/lens","display_name":"Lens (geology)","score":0.6533666849136353},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6092687845230103},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.4788670241832733},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.3670414090156555},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3465741276741028},{"id":"https://openalex.org/keywords/optometry","display_name":"Optometry","score":0.34017348289489746},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.19958025217056274},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10083940625190735}],"concepts":[{"id":"https://openalex.org/C2779567214","wikidata":"https://www.wikidata.org/wiki/Q32806","display_name":"Intraocular lens","level":2,"score":0.6936385631561279},{"id":"https://openalex.org/C2775888743","wikidata":"https://www.wikidata.org/wiki/Q1818260","display_name":"Cataract surgery","level":2,"score":0.6616607308387756},{"id":"https://openalex.org/C15336307","wikidata":"https://www.wikidata.org/wiki/Q1766051","display_name":"Lens (geology)","level":2,"score":0.6533666849136353},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6092687845230103},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.4788670241832733},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.3670414090156555},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3465741276741028},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.34017348289489746},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.19958025217056274},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10083940625190735}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3361042","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3361042","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10423124.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d610e6c5e4ae4d48a4b61ad0ec923ae7","is_oa":true,"landing_page_url":"https://doaj.org/article/d610e6c5e4ae4d48a4b61ad0ec923ae7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 21012-21025 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3361042","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3361042","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10423124.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1316781323","display_name":"Relevance Detection of Ophthalmic Surgery Videos","funder_award_id":"P 31486","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"},{"id":"https://openalex.org/G1809083225","display_name":null,"funder_award_id":"P 31486-N31","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"},{"id":"https://openalex.org/G2425014068","display_name":null,"funder_award_id":"31486-N31","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"},{"id":"https://openalex.org/G7236371450","display_name":null,"funder_award_id":"P 32010-N38","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"}],"funders":[{"id":"https://openalex.org/F4320321181","display_name":"Austrian Science Fund","ror":"https://ror.org/013tf3c58"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391582597.pdf","grobid_xml":"https://content.openalex.org/works/W4391582597.grobid-xml"},"referenced_works_count":77,"referenced_works":["https://openalex.org/W195334049","https://openalex.org/W639708223","https://openalex.org/W1901129140","https://openalex.org/W1978344898","https://openalex.org/W1998633852","https://openalex.org/W1999834265","https://openalex.org/W2028443224","https://openalex.org/W2064675550","https://openalex.org/W2100345460","https://openalex.org/W2108598243","https://openalex.org/W2139670559","https://openalex.org/W2164020413","https://openalex.org/W2172143971","https://openalex.org/W2285283807","https://openalex.org/W2435195070","https://openalex.org/W2559570915","https://openalex.org/W2560023338","https://openalex.org/W2561811553","https://openalex.org/W2614716492","https://openalex.org/W2621036075","https://openalex.org/W2648133241","https://openalex.org/W2758836499","https://openalex.org/W2793161955","https://openalex.org/W2799896083","https://openalex.org/W2900423355","https://openalex.org/W2921406441","https://openalex.org/W2922287662","https://openalex.org/W2927739223","https://openalex.org/W2938440011","https://openalex.org/W2964199361","https://openalex.org/W2965129540","https://openalex.org/W2967562943","https://openalex.org/W2993639966","https://openalex.org/W2996290406","https://openalex.org/W3000280400","https://openalex.org/W3012602750","https://openalex.org/W3013198566","https://openalex.org/W3018236424","https://openalex.org/W3028472502","https://openalex.org/W3030441135","https://openalex.org/W3033141980","https://openalex.org/W3044624943","https://openalex.org/W3087379344","https://openalex.org/W3087639264","https://openalex.org/W3093023876","https://openalex.org/W3106022922","https://openalex.org/W3111166651","https://openalex.org/W3130794141","https://openalex.org/W3134517591","https://openalex.org/W3157353212","https://openalex.org/W3161035870","https://openalex.org/W3165634772","https://openalex.org/W3175486692","https://openalex.org/W3201815331","https://openalex.org/W3204391688","https://openalex.org/W3204576375","https://openalex.org/W3205015576","https://openalex.org/W3209404609","https://openalex.org/W4205750574","https://openalex.org/W4206357547","https://openalex.org/W4212763876","https://openalex.org/W4213360153","https://openalex.org/W4220881444","https://openalex.org/W4224434081","https://openalex.org/W4226282784","https://openalex.org/W4283450930","https://openalex.org/W4295926452","https://openalex.org/W4296121126","https://openalex.org/W4304003654","https://openalex.org/W4307644840","https://openalex.org/W4312970708","https://openalex.org/W4353016381","https://openalex.org/W4368364190","https://openalex.org/W4387211486","https://openalex.org/W4389708642","https://openalex.org/W6858194284","https://openalex.org/W6858830432"],"related_works":["https://openalex.org/W2354263513","https://openalex.org/W2379015195","https://openalex.org/W3031580510","https://openalex.org/W2364191664","https://openalex.org/W2336201357","https://openalex.org/W1974911536","https://openalex.org/W2527629403","https://openalex.org/W4235753888","https://openalex.org/W1996479708","https://openalex.org/W2352937497"],"abstract_inverted_index":{"A":[0],"critical":[1],"yet":[2],"unpredictable":[3],"complication":[4],"following":[5],"cataract":[6,114,156],"surgery":[7,157],"is":[8,14,102,117],"intraocular":[9,56,135,161],"lens":[10,78,111,162,191,195,232],"dislocation.":[11,233],"Postoperative":[12],"stability":[13,204],"imperative,":[15],"as":[16],"even":[17],"a":[18,40,87,121,152],"tiny":[19],"decentration":[20],"of":[21,27,55,77,89,92,108,131,134,155,169,205,208],"multifocal":[22],"lenses":[23,32,57,136,222],"or":[24],"inadequate":[25],"alignment":[26],"the":[28,70,75,99,106,125,129,139,148,167,170,175,179,201,214,221,225],"torus":[29],"in":[30,43,173],"toric":[31],"due":[33],"to":[34,39,104],"postoperative":[35],"rotation":[36,196],"can":[37,51,58,217],"lead":[38],"significant":[41,188,198],"drop":[42],"visual":[44],"acuity.":[45],"Investigating":[46],"possible":[47],"intraoperative":[48],"indicators":[49],"that":[50,213],"predict":[52,230],"post-surgical":[53,231],"instabilities":[54],"help":[59,218],"prevent":[60],"this":[61,64],"complication.":[62],"In":[63],"paper,":[65],"we":[66],"develop":[67],"and":[68,82,97,137,145,184,194,197,229],"evaluate":[69],"first":[71],"fully-automatic":[72],"framework":[73,101,172,216],"for":[74],"computation":[76],"unfolding":[79,192],"delay,":[80],"rotation,":[81],"instability":[83],"during":[84,113,178],"surgery.":[85,115,180],"Adopting":[86],"combination":[88],"three":[90],"types":[91],"CNNs,":[93],"namely":[94],"recurrent,":[95],"region-based,":[96],"pixel-based,":[98],"proposed":[100,171,215],"employed":[103],"assess":[105],"possibility":[107],"predicting":[109],"post-operative":[110],"dislocation":[112],"This":[116],"achieved":[118],"via":[119],"performing":[120],"large-scale":[122,153],"study":[123],"on":[124,224],"statistical":[126],"differences":[127,199],"between":[128,190,200],"behavior":[130],"different":[132],"brands":[133],"aligning":[138],"results":[140,165,186,211],"with":[141],"expert":[142],"surgeons\u2019":[143],"hypotheses":[144],"observations":[146],"about":[147],"lenses.":[149,209],"We":[150],"exploit":[151],"dataset":[154],"videos":[158],"featuring":[159],"four":[160,206],"brands.":[163],"Experimental":[164],"confirm":[166],"reliability":[168],"evaluating":[174],"lens\u2019":[176],"statistics":[177],"The":[181],"Pearson":[182],"correlation":[183],"t-test":[185],"reveal":[187],"correlations":[189],"delay":[193],"intra-operative":[202],"rotations":[203],"groups":[207],"These":[210],"suggest":[212],"surgeons":[219],"select":[220],"based":[223],"patient\u2019s":[226],"eye":[227],"conditions":[228]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
