{"id":"https://openalex.org/W4283264624","doi":"https://doi.org/10.1007/s00521-022-07471-3","title":"Deep learning enabled optimized feature selection and classification for grading diabetic retinopathy severity in the fundus image","display_name":"Deep learning enabled optimized feature selection and classification for grading diabetic retinopathy severity in the fundus image","publication_year":2022,"publication_date":"2022-06-21","ids":{"openalex":"https://openalex.org/W4283264624","doi":"https://doi.org/10.1007/s00521-022-07471-3"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-022-07471-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-022-07471-3","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","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/A5039044521","display_name":"A. Mary Dayana","orcid":"https://orcid.org/0000-0003-1561-6804"},"institutions":[{"id":"https://openalex.org/I182997119","display_name":"Manonmaniam Sundaranar University","ror":"https://ror.org/02qgw5c67","country_code":"IN","type":"education","lineage":["https://openalex.org/I182997119"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"A. Mary Dayana","raw_affiliation_strings":["Affiliated to Manonmaniam Sundaranar University, Abishekapatti, Tirunelveli, Tamil Nadu, 627 012, India","Department of Computer Science, Nesamony Memorial Christian College, Marthandam, India"],"affiliations":[{"raw_affiliation_string":"Affiliated to Manonmaniam Sundaranar University, Abishekapatti, Tirunelveli, Tamil Nadu, 627 012, India","institution_ids":["https://openalex.org/I182997119"]},{"raw_affiliation_string":"Department of Computer Science, Nesamony Memorial Christian College, Marthandam, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021066162","display_name":"W. R. Sam Emmanuel","orcid":"https://orcid.org/0000-0001-7728-1910"},"institutions":[{"id":"https://openalex.org/I182997119","display_name":"Manonmaniam Sundaranar University","ror":"https://ror.org/02qgw5c67","country_code":"IN","type":"education","lineage":["https://openalex.org/I182997119"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"W. R. Sam Emmanuel","raw_affiliation_strings":["Affiliated to Manonmaniam Sundaranar University, Abishekapatti, Tirunelveli, Tamil Nadu, 627 012, India","Department of Computer Science, Nesamony Memorial Christian College, Marthandam, India"],"affiliations":[{"raw_affiliation_string":"Affiliated to Manonmaniam Sundaranar University, Abishekapatti, Tirunelveli, Tamil Nadu, 627 012, India","institution_ids":["https://openalex.org/I182997119"]},{"raw_affiliation_string":"Department of Computer Science, Nesamony Memorial Christian College, Marthandam, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5039044521"],"corresponding_institution_ids":["https://openalex.org/I182997119"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":5.4874,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.9655043,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"34","issue":"21","first_page":"18663","last_page":"18683"},"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":0.9945999979972839,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9887999892234802,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.8058639764785767},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7582991719245911},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6086263060569763},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6057785153388977},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5838868021965027},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.5813413858413696},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5569241642951965},{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.5460318922996521},{"id":"https://openalex.org/keywords/optical-coherence-tomography","display_name":"Optical coherence tomography","score":0.48938173055648804},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.360540509223938},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18109428882598877},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.1442912518978119},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.07820317149162292}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8058639764785767},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7582991719245911},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6086263060569763},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6057785153388977},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5838868021965027},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.5813413858413696},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5569241642951965},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.5460318922996521},{"id":"https://openalex.org/C2778818243","wikidata":"https://www.wikidata.org/wiki/Q899552","display_name":"Optical coherence tomography","level":2,"score":0.48938173055648804},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.360540509223938},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18109428882598877},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.1442912518978119},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.07820317149162292},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-022-07471-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-022-07471-3","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1966786995","https://openalex.org/W2553852618","https://openalex.org/W2576498722","https://openalex.org/W2601983126","https://openalex.org/W2613771876","https://openalex.org/W2619391717","https://openalex.org/W2791447208","https://openalex.org/W2807957175","https://openalex.org/W2841732318","https://openalex.org/W2901225999","https://openalex.org/W2902337241","https://openalex.org/W2905123846","https://openalex.org/W2906371883","https://openalex.org/W2907743631","https://openalex.org/W2912420460","https://openalex.org/W2919979744","https://openalex.org/W2923062287","https://openalex.org/W2948685905","https://openalex.org/W2950840494","https://openalex.org/W2974157770","https://openalex.org/W2980643262","https://openalex.org/W3000402174","https://openalex.org/W3003170190","https://openalex.org/W3010500903","https://openalex.org/W3012830234","https://openalex.org/W3014804140","https://openalex.org/W3015412004","https://openalex.org/W3034644205","https://openalex.org/W3037640857","https://openalex.org/W3041448559","https://openalex.org/W3047399449","https://openalex.org/W3048817311","https://openalex.org/W3049160400","https://openalex.org/W3081111549","https://openalex.org/W3085291639","https://openalex.org/W3098558149","https://openalex.org/W3104200938","https://openalex.org/W3111393471","https://openalex.org/W3115967627","https://openalex.org/W3118722993","https://openalex.org/W3120995853","https://openalex.org/W3122872396","https://openalex.org/W3126755857","https://openalex.org/W3136354122","https://openalex.org/W3154135352","https://openalex.org/W3156316671","https://openalex.org/W3157246375","https://openalex.org/W3163585642","https://openalex.org/W3165183789","https://openalex.org/W3174257359","https://openalex.org/W3182101367","https://openalex.org/W4200247765","https://openalex.org/W4207029999","https://openalex.org/W4220868027","https://openalex.org/W4250944667"],"related_works":["https://openalex.org/W1980571360","https://openalex.org/W186124986","https://openalex.org/W3176448898","https://openalex.org/W3167510834","https://openalex.org/W4379115808","https://openalex.org/W3207986206","https://openalex.org/W2429379476","https://openalex.org/W1979866946","https://openalex.org/W4226141369","https://openalex.org/W3081392993"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-12T07:58:50.170612","created_date":"2025-10-10T00:00:00"}