{"id":"https://openalex.org/W3145507584","doi":"https://doi.org/10.1007/978-981-16-1092-9_31","title":"Evaluation of Deep Learning Networks for Keratoconus Detection Using Corneal Topographic Images","display_name":"Evaluation of Deep Learning Networks for Keratoconus Detection Using Corneal Topographic Images","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3145507584","doi":"https://doi.org/10.1007/978-981-16-1092-9_31","mag":"3145507584"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-16-1092-9_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-1092-9_31","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"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/A5051269696","display_name":"Savita Gandhi","orcid":"https://orcid.org/0000-0002-6581-2814"},"institutions":[{"id":"https://openalex.org/I114173286","display_name":"Gujarat University","ror":"https://ror.org/017f2w007","country_code":"IN","type":"education","lineage":["https://openalex.org/I114173286"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Savita R. Gandhi","raw_affiliation_strings":["Department of Computer Science, Gujarat University, Navrangpura, Ahmedabad, 380009, Gujarat, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Gujarat University, Navrangpura, Ahmedabad, 380009, Gujarat, India","institution_ids":["https://openalex.org/I114173286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019538465","display_name":"Jigna Satani","orcid":"https://orcid.org/0000-0002-9638-0794"},"institutions":[{"id":"https://openalex.org/I114173286","display_name":"Gujarat University","ror":"https://ror.org/017f2w007","country_code":"IN","type":"education","lineage":["https://openalex.org/I114173286"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jigna Satani","raw_affiliation_strings":["Department of Computer Science, Gujarat University, Navrangpura, Ahmedabad, 380009, Gujarat, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Gujarat University, Navrangpura, Ahmedabad, 380009, Gujarat, India","institution_ids":["https://openalex.org/I114173286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055020671","display_name":"Karan Bhuva","orcid":null},"institutions":[{"id":"https://openalex.org/I114173286","display_name":"Gujarat University","ror":"https://ror.org/017f2w007","country_code":"IN","type":"education","lineage":["https://openalex.org/I114173286"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Karan Bhuva","raw_affiliation_strings":["Department of Computer Science, Gujarat University, Navrangpura, Ahmedabad, 380009, Gujarat, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Gujarat University, Navrangpura, Ahmedabad, 380009, Gujarat, India","institution_ids":["https://openalex.org/I114173286"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003956551","display_name":"Parth Patadiya","orcid":null},"institutions":[{"id":"https://openalex.org/I114173286","display_name":"Gujarat University","ror":"https://ror.org/017f2w007","country_code":"IN","type":"education","lineage":["https://openalex.org/I114173286"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Parth Patadiya","raw_affiliation_strings":["Department of Computer Science, Gujarat University, Navrangpura, Ahmedabad, 380009, Gujarat, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Gujarat University, Navrangpura, Ahmedabad, 380009, Gujarat, India","institution_ids":["https://openalex.org/I114173286"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I114173286"],"apc_list":null,"apc_paid":null,"fwci":1.4903,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.81349713,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"367","last_page":"380"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10563","display_name":"Corneal surgery and disorders","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T10563","display_name":"Corneal surgery and disorders","score":0.9987000226974487,"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/T10997","display_name":"Ocular Surface and Contact Lens","score":0.9842000007629395,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T11828","display_name":"Corneal Surgery and Treatments","score":0.9667999744415283,"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/keratoconus","display_name":"Keratoconus","score":0.8936036229133606},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5501860976219177},{"id":"https://openalex.org/keywords/corneal-topography","display_name":"Corneal topography","score":0.4712168276309967},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.44009700417518616},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42230337858200073},{"id":"https://openalex.org/keywords/optometry","display_name":"Optometry","score":0.4113962948322296},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20859774947166443},{"id":"https://openalex.org/keywords/cornea","display_name":"Cornea","score":0.13697940111160278}],"concepts":[{"id":"https://openalex.org/C2778918178","wikidata":"https://www.wikidata.org/wiki/Q611984","display_name":"Keratoconus","level":3,"score":0.8936036229133606},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5501860976219177},{"id":"https://openalex.org/C2781053140","wikidata":"https://www.wikidata.org/wiki/Q3501232","display_name":"Corneal topography","level":3,"score":0.4712168276309967},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.44009700417518616},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42230337858200073},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.4113962948322296},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20859774947166443},{"id":"https://openalex.org/C2776882836","wikidata":"https://www.wikidata.org/wiki/Q168291","display_name":"Cornea","level":2,"score":0.13697940111160278}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-16-1092-9_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-1092-9_31","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W172601660","https://openalex.org/W1979631398","https://openalex.org/W2011628315","https://openalex.org/W2020420522","https://openalex.org/W2021869812","https://openalex.org/W2024024238","https://openalex.org/W2043129242","https://openalex.org/W2066287940","https://openalex.org/W2069796630","https://openalex.org/W2076950667","https://openalex.org/W2119016772","https://openalex.org/W2311347471","https://openalex.org/W2337920748","https://openalex.org/W2763745961","https://openalex.org/W2781544333","https://openalex.org/W2799772879","https://openalex.org/W2808316254","https://openalex.org/W2891230284","https://openalex.org/W2901533273","https://openalex.org/W2902099052","https://openalex.org/W2902641377","https://openalex.org/W2911600747","https://openalex.org/W2948607806","https://openalex.org/W2956609000","https://openalex.org/W2964021290","https://openalex.org/W2995529593"],"related_works":["https://openalex.org/W2134412090","https://openalex.org/W2077597172","https://openalex.org/W3016387499","https://openalex.org/W1996439643","https://openalex.org/W2098180143","https://openalex.org/W2110809744","https://openalex.org/W2969305568","https://openalex.org/W2118336780","https://openalex.org/W2136523923","https://openalex.org/W4229023693"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
