{"id":"https://openalex.org/W7127047905","doi":"https://doi.org/10.2139/ssrn.6062894","title":"A Hybrid AI Method for Optimal Deep Learning and Crazy Logistic Frameworks for Early GLAUCOMA Detection","display_name":"A Hybrid AI Method for Optimal Deep Learning and Crazy Logistic Frameworks for Early GLAUCOMA Detection","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7127047905","doi":"https://doi.org/10.2139/ssrn.6062894"},"language":"en","primary_location":{"id":"doi:10.2139/ssrn.6062894","doi":"https://doi.org/10.2139/ssrn.6062894","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.6062894","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2139/ssrn.6062894","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5124713854","display_name":"Anamika Kumari","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]},{"id":"https://openalex.org/I4210126505","display_name":"Amity University","ror":"https://ror.org/02exxtn84","country_code":"AE","type":"education","lineage":["https://openalex.org/I191972202","https://openalex.org/I4210126505"]}],"countries":["AE","IN"],"is_corresponding":false,"raw_author_name":"Anamika Kumari","raw_affiliation_strings":["Amity School of Engineering and Technology","Amity School of Engineering and Technology, Patna"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amity School of Engineering and Technology","institution_ids":["https://openalex.org/I191972202","https://openalex.org/I4210126505"]},{"raw_affiliation_string":"Amity School of Engineering and Technology, Patna","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124695168","display_name":"Swarup Gorai","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Swarup Gorai","raw_affiliation_strings":["Usha Martin University","Usha Martin University, Ranchi, Ranchi, Jharkhand, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Usha Martin University","institution_ids":[]},{"raw_affiliation_string":"Usha Martin University, Ranchi, Ranchi, Jharkhand, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124732461","display_name":"Syed Ahsan Shabbir","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Syed Ahsan Shabbir","raw_affiliation_strings":["Chennai Institute of Technology","Chennai Institute of Technology, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chennai Institute of Technology","institution_ids":[]},{"raw_affiliation_string":"Chennai Institute of Technology, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124727035","display_name":"Ankita kirti","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I155125381","display_name":"Galgotias University","ror":"https://ror.org/02w8ba206","country_code":"IN","type":"education","lineage":["https://openalex.org/I155125381"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ankita kirti","raw_affiliation_strings":["Galgotias University","Galgotias University, Plot No.2, Sector 17-A, Yamuna Expressway, Greater Noida, UT Uttar Pradesh 201306, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Galgotias University","institution_ids":["https://openalex.org/I155125381"]},{"raw_affiliation_string":"Galgotias University, Plot No.2, Sector 17-A, Yamuna Expressway, Greater Noida, UT Uttar Pradesh 201306, India","institution_ids":["https://openalex.org/I155125381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124746415","display_name":"Laxmi Laxmi","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Laxmi Laxmi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114050479","display_name":"Richa Verma","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405271078","display_name":"International School of Management Patna","ror":"https://ror.org/01tvfd229","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405271078"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Richa Verma","raw_affiliation_strings":["International School of Management, Patna"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International School of Management, Patna","institution_ids":["https://openalex.org/I4405271078"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124695180","display_name":"Nitesh Kumar","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nitesh Kumar","raw_affiliation_strings":["L.N. Mishra College of Business Management","L.N. Mishra College of Business Management, Muzaffarpur, Bihar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"L.N. Mishra College of Business Management","institution_ids":[]},{"raw_affiliation_string":"L.N. Mishra College of Business Management, Muzaffarpur, Bihar, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5124695168"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.8647000193595886,"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.8647000193595886,"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":0.0763000026345253,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.029500000178813934,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/glaucoma-detection","display_name":"glaucoma detection","score":0.8840000033378601},{"id":"https://openalex.org/keywords/early-diagnosis","display_name":"early diagnosis","score":0.7929999828338623},{"id":"https://openalex.org/keywords/hybrid-ai-framework","display_name":"hybrid AI framework","score":0.8679999709129333},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"fuzzy logic","score":0.7179999947547913},{"id":"https://openalex.org/keywords/recurrent-neural-networks","display_name":"recurrent neural networks","score":0.984000027179718},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.843999981880188},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.7850000262260437},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"hyperparameter optimization","score":0.9900000095367432},{"id":"https://openalex.org/keywords/diagnostic-imaging","display_name":"diagnostic imaging","score":0.5379999876022339}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7907999753952026},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7135000228881836},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6523000001907349},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6409000158309937},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5928999781608582},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.451200008392334},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4133000075817108},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4092000126838684},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.3959999978542328},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3702999949455261},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.32350000739097595},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3124000132083893},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.3061000108718872},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.30169999599456787},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.2892000079154968},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.28189998865127563},{"id":"https://openalex.org/C2778527774","wikidata":"https://www.wikidata.org/wiki/Q159701","display_name":"Glaucoma","level":2,"score":0.27070000767707825},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.26649999618530273},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.2603999972343445}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2139/ssrn.6062894","doi":"https://doi.org/10.2139/ssrn.6062894","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.6062894","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.2139/ssrn.6062894","doi":"https://doi.org/10.2139/ssrn.6062894","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.6062894","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.9074000120162964,"id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7217006284","https://openalex.org/W4414118052","https://openalex.org/W4410029564","https://openalex.org/W7216187211","https://openalex.org/W4409362586","https://openalex.org/W7212187675","https://openalex.org/W4410457333","https://openalex.org/W4416260328","https://openalex.org/W4396590370","https://openalex.org/W6967646268"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2026-02-03T00:00:00"}