{"id":"https://openalex.org/W4283800889","doi":"https://doi.org/10.1007/s42979-022-01240-8","title":"Diabetic Retinopathy Classification Using Hybrid Deep Learning Approach","display_name":"Diabetic Retinopathy Classification Using Hybrid Deep Learning Approach","publication_year":2022,"publication_date":"2022-07-04","ids":{"openalex":"https://openalex.org/W4283800889","doi":"https://doi.org/10.1007/s42979-022-01240-8"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-022-01240-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-022-01240-8","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-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/A5033244749","display_name":"Brahami Menaouer","orcid":"https://orcid.org/0000-0003-0045-9797"},"institutions":[{"id":"https://openalex.org/I137407579","display_name":"Universit\u00e9 Oran 1 Ahmed Ben Bella","ror":"https://ror.org/059et2b68","country_code":"DZ","type":"education","lineage":["https://openalex.org/I137407579"]},{"id":"https://openalex.org/I2802493600","display_name":"Polytechnic School of Algiers","ror":"https://ror.org/05t0zwy08","country_code":"DZ","type":"education","lineage":["https://openalex.org/I2802493600"]},{"id":"https://openalex.org/I3124969661","display_name":"Universit\u00e9 des Sciences et de la Technologie d'Oran Mohamed Boudiaf","ror":"https://ror.org/02nbj1r55","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3124969661"]},{"id":"https://openalex.org/I4210110082","display_name":"\u00c9cole Nationale Polytechnique d'Oran","ror":"https://ror.org/02p97w646","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210110082"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Brahami Menaouer","raw_affiliation_strings":["Computer Science Department, LABAB Laboratory, National Polytechnic School of Oran, BP: 1523 El M\u2019naouer, 31000, Oran, Algeria","ENPO-MA - \u00c9cole Nationale Polytechnique d'Oran Maurice Audin (ALG\u00c9RIE - Algeria)"],"affiliations":[{"raw_affiliation_string":"Computer Science Department, LABAB Laboratory, National Polytechnic School of Oran, BP: 1523 El M\u2019naouer, 31000, Oran, Algeria","institution_ids":["https://openalex.org/I2802493600","https://openalex.org/I137407579","https://openalex.org/I4210110082","https://openalex.org/I3124969661"]},{"raw_affiliation_string":"ENPO-MA - \u00c9cole Nationale Polytechnique d'Oran Maurice Audin (ALG\u00c9RIE - Algeria)","institution_ids":["https://openalex.org/I4210110082"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090567409","display_name":"Dermane Zoulikha","orcid":null},"institutions":[{"id":"https://openalex.org/I137407579","display_name":"Universit\u00e9 Oran 1 Ahmed Ben Bella","ror":"https://ror.org/059et2b68","country_code":"DZ","type":"education","lineage":["https://openalex.org/I137407579"]},{"id":"https://openalex.org/I2802493600","display_name":"Polytechnic School of Algiers","ror":"https://ror.org/05t0zwy08","country_code":"DZ","type":"education","lineage":["https://openalex.org/I2802493600"]},{"id":"https://openalex.org/I3124969661","display_name":"Universit\u00e9 des Sciences et de la Technologie d'Oran Mohamed Boudiaf","ror":"https://ror.org/02nbj1r55","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3124969661"]},{"id":"https://openalex.org/I4210110082","display_name":"\u00c9cole Nationale Polytechnique d'Oran","ror":"https://ror.org/02p97w646","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210110082"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Zoulikha Dermane","raw_affiliation_strings":["National Polytechnic School of Oran, BP: 1523 El M\u2019naouer, 31000, Oran, Algeria","ENPO-MA - \u00c9cole Nationale Polytechnique d'Oran Maurice Audin (ALG\u00c9RIE - Algeria)"],"affiliations":[{"raw_affiliation_string":"National Polytechnic School of Oran, BP: 1523 El M\u2019naouer, 31000, Oran, Algeria","institution_ids":["https://openalex.org/I4210110082","https://openalex.org/I2802493600","https://openalex.org/I137407579","https://openalex.org/I3124969661"]},{"raw_affiliation_string":"ENPO-MA - \u00c9cole Nationale Polytechnique d'Oran Maurice Audin (ALG\u00c9RIE - Algeria)","institution_ids":["https://openalex.org/I4210110082"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073474966","display_name":"Nour El Houda Kebir","orcid":null},"institutions":[{"id":"https://openalex.org/I137407579","display_name":"Universit\u00e9 Oran 1 Ahmed Ben Bella","ror":"https://ror.org/059et2b68","country_code":"DZ","type":"education","lineage":["https://openalex.org/I137407579"]},{"id":"https://openalex.org/I2802493600","display_name":"Polytechnic School of Algiers","ror":"https://ror.org/05t0zwy08","country_code":"DZ","type":"education","lineage":["https://openalex.org/I2802493600"]},{"id":"https://openalex.org/I3124969661","display_name":"Universit\u00e9 des Sciences et de la Technologie d'Oran Mohamed Boudiaf","ror":"https://ror.org/02nbj1r55","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3124969661"]},{"id":"https://openalex.org/I4210110082","display_name":"\u00c9cole Nationale Polytechnique d'Oran","ror":"https://ror.org/02p97w646","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210110082"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Nour El Houda Kebir","raw_affiliation_strings":["National Polytechnic School of Oran, BP: 1523 El M\u2019naouer, 31000, Oran, Algeria","ENPO-MA - \u00c9cole Nationale Polytechnique d'Oran Maurice Audin (ALG\u00c9RIE - Algeria)"],"affiliations":[{"raw_affiliation_string":"National Polytechnic School of Oran, BP: 1523 El M\u2019naouer, 31000, Oran, Algeria","institution_ids":["https://openalex.org/I4210110082","https://openalex.org/I2802493600","https://openalex.org/I137407579","https://openalex.org/I3124969661"]},{"raw_affiliation_string":"ENPO-MA - \u00c9cole Nationale Polytechnique d'Oran Maurice Audin (ALG\u00c9RIE - Algeria)","institution_ids":["https://openalex.org/I4210110082"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068086131","display_name":"Nada Matta","orcid":"https://orcid.org/0000-0001-8729-3624"},"institutions":[{"id":"https://openalex.org/I140494188","display_name":"Universit\u00e9 de Technologie de Troyes","ror":"https://ror.org/01qhqcj41","country_code":"FR","type":"education","lineage":["https://openalex.org/I140494188"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nada Matta","raw_affiliation_strings":["University of Technology of Troyes, 12 Rue Marie Curie, 10300, Troyes, France","Tech-CICO - TECHnologies pour la Coop\u00e9ration, l\u2019Interaction et les COnnaissances dans les collectifs (Universit\u00e9 de technologie de Troyes\r\n12 rue Marie Curie - CS 42060 - 10004 TROYES CEDEX - France)"],"affiliations":[{"raw_affiliation_string":"University of Technology of Troyes, 12 Rue Marie Curie, 10300, Troyes, France","institution_ids":["https://openalex.org/I140494188"]},{"raw_affiliation_string":"Tech-CICO - TECHnologies pour la Coop\u00e9ration, l\u2019Interaction et les COnnaissances dans les collectifs (Universit\u00e9 de technologie de Troyes\r\n12 rue Marie Curie - CS 42060 - 10004 TROYES CEDEX - France)","institution_ids":["https://openalex.org/I140494188"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5033244749"],"corresponding_institution_ids":["https://openalex.org/I137407579","https://openalex.org/I2802493600","https://openalex.org/I3124969661","https://openalex.org/I4210110082"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":11.1193,"has_fulltext":false,"cited_by_count":85,"citation_normalized_percentile":{"value":0.99124155,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"3","issue":"5","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":1.0,"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":1.0,"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":0.9909999966621399,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.8105602264404297},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7754618525505066},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7446247935295105},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7064131498336792},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6377685070037842},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5649659037590027},{"id":"https://openalex.org/keywords/retinopathy","display_name":"Retinopathy","score":0.47525641322135925},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44061124324798584},{"id":"https://openalex.org/keywords/blindness","display_name":"Blindness","score":0.439010888338089},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.35113418102264404},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3425217270851135},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.30114084482192993},{"id":"https://openalex.org/keywords/optometry","display_name":"Optometry","score":0.1920149028301239}],"concepts":[{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.8105602264404297},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7754618525505066},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7446247935295105},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7064131498336792},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6377685070037842},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5649659037590027},{"id":"https://openalex.org/C2778313320","wikidata":"https://www.wikidata.org/wiki/Q550455","display_name":"Retinopathy","level":3,"score":0.47525641322135925},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44061124324798584},{"id":"https://openalex.org/C2780929884","wikidata":"https://www.wikidata.org/wiki/Q737460","display_name":"Blindness","level":2,"score":0.439010888338089},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.35113418102264404},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3425217270851135},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.30114084482192993},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.1920149028301239},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s42979-022-01240-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-022-01240-8","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04449932v1","is_oa":false,"landing_page_url":"https://utt.hal.science/hal-04449932","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SN Computer Science, 2022, 3 (5), pp.357. ⟨10.1007/s42979-022-01240-8⟩","raw_type":"Journal articles"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.6800000071525574,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W2021662144","https://openalex.org/W2078853067","https://openalex.org/W2104636679","https://openalex.org/W2502390809","https://openalex.org/W2515180630","https://openalex.org/W2611304093","https://openalex.org/W2626629100","https://openalex.org/W2727753969","https://openalex.org/W2791485417","https://openalex.org/W2887873758","https://openalex.org/W2894558420","https://openalex.org/W2906424845","https://openalex.org/W2907743631","https://openalex.org/W2917054113","https://openalex.org/W2925826780","https://openalex.org/W2946676191","https://openalex.org/W2980444207","https://openalex.org/W2981771442","https://openalex.org/W2986571423","https://openalex.org/W2987082624","https://openalex.org/W2989453745","https://openalex.org/W2999161229","https://openalex.org/W3002256141","https://openalex.org/W3005147719","https://openalex.org/W3006450303","https://openalex.org/W3007131888","https://openalex.org/W3008305407","https://openalex.org/W3008531067","https://openalex.org/W3009414813","https://openalex.org/W3032728079","https://openalex.org/W3035941285","https://openalex.org/W3035999585","https://openalex.org/W3038816466","https://openalex.org/W3048737435","https://openalex.org/W3092724597","https://openalex.org/W3103855452","https://openalex.org/W3108717672","https://openalex.org/W3113253886","https://openalex.org/W3128097837","https://openalex.org/W3171509624","https://openalex.org/W3196258595","https://openalex.org/W4200416990","https://openalex.org/W4206466849","https://openalex.org/W4213256178","https://openalex.org/W4220898925","https://openalex.org/W4221028377","https://openalex.org/W4244634705","https://openalex.org/W4253753548"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W4237698013","https://openalex.org/W3193565141","https://openalex.org/W4249730947","https://openalex.org/W3133861977","https://openalex.org/W2401657978","https://openalex.org/W4220767796","https://openalex.org/W2042797887","https://openalex.org/W3046286921"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":33},{"year":2024,"cited_by_count":26},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}