{"id":"https://openalex.org/W7134201355","doi":"https://doi.org/10.1109/bigdata66926.2025.11401015","title":"Deep Learning-Based Temporal Assessment of Corneal Endothelial Morphology Following Descemet Membrane Endothelial Keratoplasty: A Comparative Analysis of Dual Architectural Approaches","display_name":"Deep Learning-Based Temporal Assessment of Corneal Endothelial Morphology Following Descemet Membrane Endothelial Keratoplasty: A Comparative Analysis of Dual Architectural Approaches","publication_year":2025,"publication_date":"2025-12-08","ids":{"openalex":"https://openalex.org/W7134201355","doi":"https://doi.org/10.1109/bigdata66926.2025.11401015"},"language":null,"primary_location":{"id":"doi:10.1109/bigdata66926.2025.11401015","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11401015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},"type":"article","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/A5092842971","display_name":"Feyza Dicle I\u015f\u0131k","orcid":"https://orcid.org/0000-0003-4992-5103"},"institutions":[{"id":"https://openalex.org/I4210127769","display_name":"Ba\u015fkent University Hospital","ror":"https://ror.org/0313f3w77","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I4210127769"]},{"id":"https://openalex.org/I4210128276","display_name":"Sa\u011fl\u0131k Bilimleri \u00dcniversitesi","ror":"https://ror.org/03k7bde87","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210128276"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Feyza Dicle I\u015f\u0131k","raw_affiliation_strings":["University of Health Sciences,Ankara Bilkent City Hospital,Department of Ophthalmology,Ankara,Türkiye"],"affiliations":[{"raw_affiliation_string":"University of Health Sciences,Ankara Bilkent City Hospital,Department of Ophthalmology,Ankara,Türkiye","institution_ids":["https://openalex.org/I4210127769","https://openalex.org/I4210128276"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075923116","display_name":"Semih Yumu\u015fak","orcid":"https://orcid.org/0000-0002-8878-4991"},"institutions":[{"id":"https://openalex.org/I4210153056","display_name":"KTO Karatay University","ror":"https://ror.org/054341q84","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210153056"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Semih Yumu\u015fak","raw_affiliation_strings":["KTO Karatay University,Department of Computer Engineering,Konya,Türkiye"],"affiliations":[{"raw_affiliation_string":"KTO Karatay University,Department of Computer Engineering,Konya,Türkiye","institution_ids":["https://openalex.org/I4210153056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128372952","display_name":"Beyza K\u0131z\u0131lda\u011f","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117254","display_name":"Konya Technical University","ror":"https://ror.org/02s82rs08","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210117254"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Beyza K\u0131z\u0131lda\u011f","raw_affiliation_strings":["Konya Technical University,Department of Artificial Intelligence and Machine Learning,Konya,Türkiye"],"affiliations":[{"raw_affiliation_string":"Konya Technical University,Department of Artificial Intelligence and Machine Learning,Konya,Türkiye","institution_ids":["https://openalex.org/I4210117254"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128358131","display_name":"Sercan Ye\u015fil","orcid":null},"institutions":[{"id":"https://openalex.org/I2799958217","display_name":"Konya Food and Agriculture University","ror":"https://ror.org/02zcjqq51","country_code":"TR","type":"education","lineage":["https://openalex.org/I2799958217"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sercan Ye\u015fil","raw_affiliation_strings":["Konya Food and Agriculture University,Department of Computer Engineering,Konya,Türkiye"],"affiliations":[{"raw_affiliation_string":"Konya Food and Agriculture University,Department of Computer Engineering,Konya,Türkiye","institution_ids":["https://openalex.org/I2799958217"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128336263","display_name":"Kas\u0131m \u00d6ztoprak","orcid":null},"institutions":[{"id":"https://openalex.org/I2799958217","display_name":"Konya Food and Agriculture University","ror":"https://ror.org/02zcjqq51","country_code":"TR","type":"education","lineage":["https://openalex.org/I2799958217"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Kas\u0131m \u00d6ztoprak","raw_affiliation_strings":["Konya Food and Agriculture University,Department of Computer Engineering,Konya,Türkiye"],"affiliations":[{"raw_affiliation_string":"Konya Food and Agriculture University,Department of Computer Engineering,Konya,Türkiye","institution_ids":["https://openalex.org/I2799958217"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087944680","display_name":"Emine Esra Karaca","orcid":"https://orcid.org/0000-0001-7124-4174"},"institutions":[{"id":"https://openalex.org/I4210127769","display_name":"Ba\u015fkent University Hospital","ror":"https://ror.org/0313f3w77","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I4210127769"]},{"id":"https://openalex.org/I4210128276","display_name":"Sa\u011fl\u0131k Bilimleri \u00dcniversitesi","ror":"https://ror.org/03k7bde87","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210128276"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Emine Esra Karaca","raw_affiliation_strings":["University of Health Sciences,Ankara Bilkent City Hospital,Department of Ophthalmology,Ankara,Türkiye"],"affiliations":[{"raw_affiliation_string":"University of Health Sciences,Ankara Bilkent City Hospital,Department of Ophthalmology,Ankara,Türkiye","institution_ids":["https://openalex.org/I4210127769","https://openalex.org/I4210128276"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124906023","display_name":"\u00d6zlem Evren Kemer","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127769","display_name":"Ba\u015fkent University Hospital","ror":"https://ror.org/0313f3w77","country_code":"TR","type":"healthcare","lineage":["https://openalex.org/I4210127769"]},{"id":"https://openalex.org/I4210128276","display_name":"Sa\u011fl\u0131k Bilimleri \u00dcniversitesi","ror":"https://ror.org/03k7bde87","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210128276"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"\u00d6zlem Evren Kemer","raw_affiliation_strings":["University of Health Sciences,Ankara Bilkent City Hospital,Department of Ophthalmology,Ankara,Türkiye"],"affiliations":[{"raw_affiliation_string":"University of Health Sciences,Ankara Bilkent City Hospital,Department of Ophthalmology,Ankara,Türkiye","institution_ids":["https://openalex.org/I4210127769","https://openalex.org/I4210128276"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5092842971"],"corresponding_institution_ids":["https://openalex.org/I4210127769","https://openalex.org/I4210128276"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.74421524,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2883","last_page":"2890"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10563","display_name":"Corneal surgery and disorders","score":0.9398000240325928,"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":0.9398000240325928,"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.02759999968111515,"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/T10250","display_name":"Glaucoma and retinal disorders","score":0.005400000140070915,"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/morphology","display_name":"Morphology (biology)","score":0.48919999599456787},{"id":"https://openalex.org/keywords/descemet-membrane","display_name":"Descemet membrane","score":0.48429998755455017},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.4392000138759613},{"id":"https://openalex.org/keywords/endothelium","display_name":"Endothelium","score":0.4325999915599823},{"id":"https://openalex.org/keywords/descemets-membrane","display_name":"Descemet's membrane","score":0.39410001039505005},{"id":"https://openalex.org/keywords/corneal-endothelium","display_name":"Corneal endothelium","score":0.31709998846054077}],"concepts":[{"id":"https://openalex.org/C499950583","wikidata":"https://www.wikidata.org/wiki/Q183252","display_name":"Morphology (biology)","level":2,"score":0.48919999599456787},{"id":"https://openalex.org/C3019694093","wikidata":"https://www.wikidata.org/wiki/Q2706844","display_name":"Descemet membrane","level":3,"score":0.48429998755455017},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.45829999446868896},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.4392000138759613},{"id":"https://openalex.org/C2776992346","wikidata":"https://www.wikidata.org/wiki/Q111140","display_name":"Endothelium","level":2,"score":0.4325999915599823},{"id":"https://openalex.org/C2781003539","wikidata":"https://www.wikidata.org/wiki/Q2706844","display_name":"Descemet's membrane","level":3,"score":0.39410001039505005},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.36629998683929443},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.35199999809265137},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.32829999923706055},{"id":"https://openalex.org/C2775901793","wikidata":"https://www.wikidata.org/wiki/Q1189806","display_name":"Corneal endothelium","level":3,"score":0.31709998846054077},{"id":"https://openalex.org/C2776882836","wikidata":"https://www.wikidata.org/wiki/Q168291","display_name":"Cornea","level":2,"score":0.2831999957561493},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2808000147342682},{"id":"https://openalex.org/C3018611479","wikidata":"https://www.wikidata.org/wiki/Q103142","display_name":"Blood capillary","level":3,"score":0.27239999175071716},{"id":"https://openalex.org/C41625074","wikidata":"https://www.wikidata.org/wiki/Q176088","display_name":"Membrane","level":2,"score":0.26109999418258667},{"id":"https://openalex.org/C2778837293","wikidata":"https://www.wikidata.org/wiki/Q3320636","display_name":"Artificial tears","level":2,"score":0.2542000114917755}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata66926.2025.11401015","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11401015","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.7425433993339539,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W184641614","https://openalex.org/W2079609398","https://openalex.org/W2153571188","https://openalex.org/W2194775991","https://openalex.org/W2567669834","https://openalex.org/W2760486809","https://openalex.org/W2802597987","https://openalex.org/W2905810301","https://openalex.org/W2917271618","https://openalex.org/W2919115771","https://openalex.org/W2943196448","https://openalex.org/W3081100123","https://openalex.org/W4232478844","https://openalex.org/W4390046923","https://openalex.org/W4392883572","https://openalex.org/W4415340931"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2026-03-09T00:00:00"}