{"id":"https://openalex.org/W3206580474","doi":"https://doi.org/10.1007/s00417-021-05427-2","title":"Prediction of postoperative visual acuity after vitrectomy for macular hole using deep learning\u2013based artificial intelligence","display_name":"Prediction of postoperative visual acuity after vitrectomy for macular hole using deep learning\u2013based artificial intelligence","publication_year":2021,"publication_date":"2021-10-12","ids":{"openalex":"https://openalex.org/W3206580474","doi":"https://doi.org/10.1007/s00417-021-05427-2","mag":"3206580474","pmid":"https://pubmed.ncbi.nlm.nih.gov/34636995"},"language":"en","primary_location":{"id":"doi:10.1007/s00417-021-05427-2","doi":"https://doi.org/10.1007/s00417-021-05427-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00417-021-05427-2","pdf_url":null,"source":{"id":"https://openalex.org/S93410275","display_name":"Graefe s Archive for Clinical and Experimental Ophthalmology","issn_l":"0721-832X","issn":["0721-832X","1435-702X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Graefe's Archive for Clinical and Experimental Ophthalmology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001491452","display_name":"Shumpei Obata","orcid":"https://orcid.org/0000-0001-6120-2392","observed_orcids":["https://orcid.org/0000-0001-6120-2392"]},"institutions":[{"id":"https://openalex.org/I160046202","display_name":"Shiga University of Medical Science","ror":"https://ror.org/00d8gp927","country_code":"JP","type":"education","lineage":["https://openalex.org/I160046202"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Shumpei Obata","raw_affiliation_strings":["Department of Ophthalmology, Shiga University of Medical Science, 520 - 2192, Seta Tsukinowacho, Otsu, Shiga, Japan. obata326@belle.shiga-med.ac.jp","Department of Ophthalmology, Shiga University of Medical Science, 520 \u2013 2192, Seta Tsukinowacho, Otsu, Shiga, Japan"],"raw_orcid":"https://orcid.org/0000-0001-6120-2392","affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, Shiga University of Medical Science, 520 - 2192, Seta Tsukinowacho, Otsu, Shiga, Japan. obata326@belle.shiga-med.ac.jp","institution_ids":["https://openalex.org/I160046202"]},{"raw_affiliation_string":"Department of Ophthalmology, Shiga University of Medical Science, 520 \u2013 2192, Seta Tsukinowacho, Otsu, Shiga, Japan","institution_ids":["https://openalex.org/I160046202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057492493","display_name":"Yusuke Ichiyama","orcid":"https://orcid.org/0000-0002-9134-9886","observed_orcids":["https://orcid.org/0000-0002-9134-9886"]},"institutions":[{"id":"https://openalex.org/I160046202","display_name":"Shiga University of Medical Science","ror":"https://ror.org/00d8gp927","country_code":"JP","type":"education","lineage":["https://openalex.org/I160046202"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yusuke Ichiyama","raw_affiliation_strings":["Department of Ophthalmology, Shiga University of Medical Science, 520 - 2192, Seta Tsukinowacho, Otsu, Shiga, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, Shiga University of Medical Science, 520 - 2192, Seta Tsukinowacho, Otsu, Shiga, Japan","institution_ids":["https://openalex.org/I160046202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031801451","display_name":"Masashi Kakinoki","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I160046202","display_name":"Shiga University of Medical Science","ror":"https://ror.org/00d8gp927","country_code":"JP","type":"education","lineage":["https://openalex.org/I160046202"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masashi Kakinoki","raw_affiliation_strings":["Department of Ophthalmology, Shiga University of Medical Science, 520 - 2192, Seta Tsukinowacho, Otsu, Shiga, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, Shiga University of Medical Science, 520 - 2192, Seta Tsukinowacho, Otsu, Shiga, Japan","institution_ids":["https://openalex.org/I160046202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102779932","display_name":"Osamu Sawada","orcid":"https://orcid.org/0000-0001-9752-0499","observed_orcids":["https://orcid.org/0000-0001-9752-0499"]},"institutions":[{"id":"https://openalex.org/I160046202","display_name":"Shiga University of Medical Science","ror":"https://ror.org/00d8gp927","country_code":"JP","type":"education","lineage":["https://openalex.org/I160046202"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Osamu Sawada","raw_affiliation_strings":["Department of Ophthalmology, Shiga University of Medical Science, 520 - 2192, Seta Tsukinowacho, Otsu, Shiga, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, Shiga University of Medical Science, 520 - 2192, Seta Tsukinowacho, Otsu, Shiga, Japan","institution_ids":["https://openalex.org/I160046202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071247111","display_name":"Yoshitsugu Saishin","orcid":"https://orcid.org/0000-0001-9645-3837","observed_orcids":["https://orcid.org/0000-0001-9645-3837"]},"institutions":[{"id":"https://openalex.org/I160046202","display_name":"Shiga University of Medical Science","ror":"https://ror.org/00d8gp927","country_code":"JP","type":"education","lineage":["https://openalex.org/I160046202"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoshitsugu Saishin","raw_affiliation_strings":["Department of Ophthalmology, Shiga University of Medical Science, 520 - 2192, Seta Tsukinowacho, Otsu, Shiga, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, Shiga University of Medical Science, 520 - 2192, Seta Tsukinowacho, Otsu, Shiga, Japan","institution_ids":["https://openalex.org/I160046202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076588031","display_name":"Taku Ito","orcid":"https://orcid.org/0000-0002-8368-9573","observed_orcids":["https://orcid.org/0000-0002-8368-9573"]},"institutions":[{"id":"https://openalex.org/I160046202","display_name":"Shiga University of Medical Science","ror":"https://ror.org/00d8gp927","country_code":"JP","type":"education","lineage":["https://openalex.org/I160046202"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Taku Ito","raw_affiliation_strings":["Department of Ophthalmology, Shiga University of Medical Science, 520 - 2192, Seta Tsukinowacho, Otsu, Shiga, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, Shiga University of Medical Science, 520 - 2192, Seta Tsukinowacho, Otsu, Shiga, Japan","institution_ids":["https://openalex.org/I160046202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045161386","display_name":"Mari Tomioka","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I160046202","display_name":"Shiga University of Medical Science","ror":"https://ror.org/00d8gp927","country_code":"JP","type":"education","lineage":["https://openalex.org/I160046202"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mari Tomioka","raw_affiliation_strings":["Department of Ophthalmology, Shiga University of Medical Science, 520 - 2192, Seta Tsukinowacho, Otsu, Shiga, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, Shiga University of Medical Science, 520 - 2192, Seta Tsukinowacho, Otsu, Shiga, Japan","institution_ids":["https://openalex.org/I160046202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022180167","display_name":"Masahito Ohji","orcid":"https://orcid.org/0000-0003-1565-8289","observed_orcids":["https://orcid.org/0000-0003-1565-8289"]},"institutions":[{"id":"https://openalex.org/I160046202","display_name":"Shiga University of Medical Science","ror":"https://ror.org/00d8gp927","country_code":"JP","type":"education","lineage":["https://openalex.org/I160046202"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masahito Ohji","raw_affiliation_strings":["Department of Ophthalmology, Shiga University of Medical Science, 520 - 2192, Seta Tsukinowacho, Otsu, Shiga, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ophthalmology, Shiga University of Medical Science, 520 - 2192, Seta Tsukinowacho, Otsu, Shiga, Japan","institution_ids":["https://openalex.org/I160046202"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5001491452"],"corresponding_institution_ids":["https://openalex.org/I160046202"],"apc_list":{"value":3860,"currency":"USD","value_usd":3860},"apc_paid":null,"fwci":5.105,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.96740766,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":87,"max":99},"biblio":{"volume":"260","issue":"4","first_page":"1113","last_page":"1123"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11377","display_name":"Retinal and Macular Surgery","score":0.9740999937057495,"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/T11377","display_name":"Retinal and Macular Surgery","score":0.9740999937057495,"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.006300000008195639,"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"}},{"id":"https://openalex.org/T10170","display_name":"Retinal Diseases and Treatments","score":0.005100000184029341,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/macular-hole","display_name":"macular hole","score":0.9909999966621399},{"id":"https://openalex.org/keywords/vitrectomy","display_name":"vitrectomy","score":0.9639999866485596},{"id":"https://openalex.org/keywords/postoperative-visual-acuity-prediction","display_name":"postoperative visual acuity prediction","score":0.9649999737739563},{"id":"https://openalex.org/keywords/optical-coherence-tomography","display_name":"optical coherence tomography","score":0.8640000224113464},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.8080000281333923},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.9169999957084656},{"id":"https://openalex.org/keywords/macular-hole-size","display_name":"macular hole size","score":0.7990000247955322},{"id":"https://openalex.org/keywords/multivariate-linear-regression","display_name":"multivariate linear regression","score":0.7200000286102295}],"concepts":[{"id":"https://openalex.org/C2781242345","wikidata":"https://www.wikidata.org/wiki/Q924295","display_name":"Vitrectomy","level":3,"score":0.8630943298339844},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7200323343276978},{"id":"https://openalex.org/C2778818243","wikidata":"https://www.wikidata.org/wiki/Q899552","display_name":"Optical coherence tomography","level":2,"score":0.6424896121025085},{"id":"https://openalex.org/C2778257484","wikidata":"https://www.wikidata.org/wiki/Q555066","display_name":"Visual acuity","level":2,"score":0.6181696653366089},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.5029897093772888},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.47734788060188293},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36507153511047363},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.33871811628341675},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1819639801979065},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.14797493815422058},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13766387104988098}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012167","descriptor_name":"Retinal Perforations","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D012167","descriptor_name":"Retinal Perforations","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014792","descriptor_name":"Visual Acuity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014821","descriptor_name":"Vitrectomy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D041623","descriptor_name":"Tomography, Optical Coherence","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1007/s00417-021-05427-2","doi":"https://doi.org/10.1007/s00417-021-05427-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00417-021-05427-2","pdf_url":null,"source":{"id":"https://openalex.org/S93410275","display_name":"Graefe s Archive for Clinical and Experimental Ophthalmology","issn_l":"0721-832X","issn":["0721-832X","1435-702X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-b","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Graefe's Archive for Clinical and Experimental Ophthalmology","raw_type":"journal-article"},{"id":"pmid:34636995","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34636995","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie","raw_type":"Journal Article"},{"id":"pmh:oai:irdb.nii.ac.jp:00998:0005154773","doi":null,"is_oa":false,"landing_page_url":"https://shiga-med.repo.nii.ac.jp/records/4009","pdf_url":null,"source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Graefe's Archive for Clinical and Experimental Ophthalmology","raw_type":"journal article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9476000070571899,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320326966","display_name":"Shiga University of Medical Science","ror":"https://ror.org/00d8gp927"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1592701224","https://openalex.org/W1969585501","https://openalex.org/W2003058515","https://openalex.org/W2021229083","https://openalex.org/W2029056490","https://openalex.org/W2036302917","https://openalex.org/W2053724458","https://openalex.org/W2063080059","https://openalex.org/W2103087768","https://openalex.org/W2103310685","https://openalex.org/W2112638844","https://openalex.org/W2114373266","https://openalex.org/W2121960517","https://openalex.org/W2151250124","https://openalex.org/W2152312015","https://openalex.org/W2156303270","https://openalex.org/W2168199925","https://openalex.org/W2183341477","https://openalex.org/W2478939837","https://openalex.org/W2616247523","https://openalex.org/W2789278538","https://openalex.org/W2885215906","https://openalex.org/W2886281300","https://openalex.org/W2892198691","https://openalex.org/W2896056014","https://openalex.org/W2917393555","https://openalex.org/W2919115771","https://openalex.org/W2949122205","https://openalex.org/W2984511630","https://openalex.org/W3007539358","https://openalex.org/W3029869524","https://openalex.org/W3084069549"],"related_works":["https://openalex.org/W4223638097","https://openalex.org/W3099084180","https://openalex.org/W4376280000","https://openalex.org/W3191542548","https://openalex.org/W4406335445","https://openalex.org/W4392151638","https://openalex.org/W4401644165","https://openalex.org/W7081581813","https://openalex.org/W4226135171","https://openalex.org/W4386012135"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2021-10-25T00:00:00"}
