{"id":"https://openalex.org/W3037994214","doi":"https://doi.org/10.1007/978-3-030-50402-1_9","title":"Image Processing and Machine Learning Techniques for Diabetic Retinopathy Detection: A Review","display_name":"Image Processing and Machine Learning Techniques for Diabetic Retinopathy Detection: A Review","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3037994214","doi":"https://doi.org/10.1007/978-3-030-50402-1_9","mag":"3037994214"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-50402-1_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-50402-1_9","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"review","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/A5021737706","display_name":"Sarni Suhaila Rahim","orcid":"https://orcid.org/0000-0001-8196-6015"},"institutions":[{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]},{"id":"https://openalex.org/I32589535","display_name":"Technical University of Malaysia Malacca","ror":"https://ror.org/01xb6rs26","country_code":"MY","type":"education","lineage":["https://openalex.org/I32589535"]}],"countries":["GB","MY"],"is_corresponding":false,"raw_author_name":"Sarni Suhaila Rahim","raw_affiliation_strings":["Faculty of Engineering, Environment and Computing, Coventry University, Priory Street, Coventry, CV1 5FB, UK","Faculty of Information and Communication Technology, Universiti Teknikal Malaysia Melaka, Hang Tuah Jaya, 76100 Durian Tunggal, Melaka, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Environment and Computing, Coventry University, Priory Street, Coventry, CV1 5FB, UK","institution_ids":["https://openalex.org/I73417466"]},{"raw_affiliation_string":"Faculty of Information and Communication Technology, Universiti Teknikal Malaysia Melaka, Hang Tuah Jaya, 76100 Durian Tunggal, Melaka, Malaysia","institution_ids":["https://openalex.org/I32589535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076935774","display_name":"Vasile Palade","orcid":"https://orcid.org/0000-0002-6768-8394"},"institutions":[{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Vasile Palade","raw_affiliation_strings":["Faculty of Engineering, Environment and Computing, Coventry University, Priory Street, Coventry, CV1 5FB, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Environment and Computing, Coventry University, Priory Street, Coventry, CV1 5FB, UK","institution_ids":["https://openalex.org/I73417466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034657358","display_name":"Andreas Holzinger","orcid":"https://orcid.org/0000-0002-6786-5194"},"institutions":[{"id":"https://openalex.org/I202276237","display_name":"Medical University of Graz","ror":"https://ror.org/02n0bts35","country_code":"AT","type":"education","lineage":["https://openalex.org/I202276237"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Andreas Holzinger","raw_affiliation_strings":["Institute for Medical Informatics, Statistics and Documentation, Medical University Graz, Graz, Austria","Medical University of Graz, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Medical Informatics, Statistics and Documentation, Medical University Graz, Graz, Austria","institution_ids":["https://openalex.org/I202276237"]},{"raw_affiliation_string":"Medical University of Graz, Graz, Austria","institution_ids":["https://openalex.org/I202276237"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5034657358"],"corresponding_institution_ids":["https://openalex.org/I202276237"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.3362,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.88927665,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"136","last_page":"154"},"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":0.9980000257492065,"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/T12599","display_name":"Retinal and Optic Conditions","score":0.9866999983787537,"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/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.8549095988273621},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6734230518341064},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5761549472808838},{"id":"https://openalex.org/keywords/retinopathy","display_name":"Retinopathy","score":0.5471290349960327},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4746801555156708},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.47364985942840576},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.45155513286590576},{"id":"https://openalex.org/keywords/grading","display_name":"Grading (engineering)","score":0.4150627851486206},{"id":"https://openalex.org/keywords/optometry","display_name":"Optometry","score":0.3300425708293915},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.29560309648513794},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.274783730506897},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.10494047403335571},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06481009721755981}],"concepts":[{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.8549095988273621},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6734230518341064},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5761549472808838},{"id":"https://openalex.org/C2778313320","wikidata":"https://www.wikidata.org/wiki/Q550455","display_name":"Retinopathy","level":3,"score":0.5471290349960327},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4746801555156708},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.47364985942840576},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.45155513286590576},{"id":"https://openalex.org/C2777286243","wikidata":"https://www.wikidata.org/wiki/Q5591926","display_name":"Grading (engineering)","level":2,"score":0.4150627851486206},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.3300425708293915},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.29560309648513794},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.274783730506897},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.10494047403335571},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06481009721755981},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"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":1,"locations":[{"id":"doi:10.1007/978-3-030-50402-1_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-50402-1_9","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W70069368","https://openalex.org/W95007191","https://openalex.org/W185858101","https://openalex.org/W214577476","https://openalex.org/W575503930","https://openalex.org/W1091878006","https://openalex.org/W1504621283","https://openalex.org/W1762163599","https://openalex.org/W1770826372","https://openalex.org/W1975322353","https://openalex.org/W1976861102","https://openalex.org/W1983721788","https://openalex.org/W2015271030","https://openalex.org/W2015389221","https://openalex.org/W2019500872","https://openalex.org/W2027694967","https://openalex.org/W2036391583","https://openalex.org/W2037350448","https://openalex.org/W2037832150","https://openalex.org/W2043492194","https://openalex.org/W2054931962","https://openalex.org/W2071795438","https://openalex.org/W2074393399","https://openalex.org/W2107871626","https://openalex.org/W2107983919","https://openalex.org/W2114063873","https://openalex.org/W2119107710","https://openalex.org/W2122644916","https://openalex.org/W2144512988","https://openalex.org/W2145305441","https://openalex.org/W2146907897","https://openalex.org/W2146927999","https://openalex.org/W2149322659","https://openalex.org/W2150769593","https://openalex.org/W2152263083","https://openalex.org/W2157984366","https://openalex.org/W2289573798","https://openalex.org/W2301001905","https://openalex.org/W2337777056","https://openalex.org/W2477105982","https://openalex.org/W2479953698","https://openalex.org/W2502390809","https://openalex.org/W2512148493","https://openalex.org/W2516248911","https://openalex.org/W2543991396","https://openalex.org/W2557738935","https://openalex.org/W2563809312","https://openalex.org/W2749049648","https://openalex.org/W2758684116","https://openalex.org/W2768271113","https://openalex.org/W2769713325","https://openalex.org/W2773553108","https://openalex.org/W2775244861","https://openalex.org/W2784652774","https://openalex.org/W2791447208","https://openalex.org/W2793077135","https://openalex.org/W2806860374","https://openalex.org/W2884560088","https://openalex.org/W2899221743","https://openalex.org/W2927351257","https://openalex.org/W2971248821","https://openalex.org/W2981826026","https://openalex.org/W3000965188","https://openalex.org/W4285719527","https://openalex.org/W4300463150"],"related_works":["https://openalex.org/W1980571360","https://openalex.org/W186124986","https://openalex.org/W3176448898","https://openalex.org/W4379115808","https://openalex.org/W3207986206","https://openalex.org/W2429379476","https://openalex.org/W1979866946","https://openalex.org/W2584074590","https://openalex.org/W4226141369","https://openalex.org/W3081392993"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-05-28T09:10:13.091523","created_date":"2025-10-10T00:00:00"}
