{"id":"https://openalex.org/W1468480166","doi":"https://doi.org/10.1007/s00521-015-2059-9","title":"Multi-retinal disease classification by reduced deep learning features","display_name":"Multi-retinal disease classification by reduced deep learning features","publication_year":2015,"publication_date":"2015-09-05","ids":{"openalex":"https://openalex.org/W1468480166","doi":"https://doi.org/10.1007/s00521-015-2059-9","mag":"1468480166"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-015-2059-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-015-2059-9","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":null,"display_name":"R. Arunkumar","orcid":null},"institutions":[{"id":"https://openalex.org/I65220239","display_name":"Karpagam Academy of Higher Education","ror":"https://ror.org/00ssvzv66","country_code":"IN","type":"education","lineage":["https://openalex.org/I65220239"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"R. Arunkumar","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Karpagam College of Engineering, Coimbatore, India","Department of Electronics and Communication Engineering, Karpagam College of Engineering, Coimbatore, India#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Karpagam College of Engineering, Coimbatore, India","institution_ids":["https://openalex.org/I65220239"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Karpagam College of Engineering, Coimbatore, India#TAB#","institution_ids":["https://openalex.org/I65220239"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039094193","display_name":"P. Karthigaikumar","orcid":null},"institutions":[{"id":"https://openalex.org/I65220239","display_name":"Karpagam Academy of Higher Education","ror":"https://ror.org/00ssvzv66","country_code":"IN","type":"education","lineage":["https://openalex.org/I65220239"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"P. Karthigaikumar","raw_affiliation_strings":["Electronics and Telecommunication Engineering, Karpagam College of Engineering, Coimbatore, India","Electronics and Telecommunication Engineering, Karpagam College of Engineering, Coimbatore, India#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunication Engineering, Karpagam College of Engineering, Coimbatore, India","institution_ids":["https://openalex.org/I65220239"]},{"raw_affiliation_string":"Electronics and Telecommunication Engineering, Karpagam College of Engineering, Coimbatore, India#TAB#","institution_ids":["https://openalex.org/I65220239"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5039094193"],"corresponding_institution_ids":["https://openalex.org/I65220239"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":3.4256,"has_fulltext":false,"cited_by_count":101,"citation_normalized_percentile":{"value":0.91675302,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"28","issue":"2","first_page":"329","last_page":"334"},"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":0.9941999912261963,"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":0.9846000075340271,"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/computer-science","display_name":"Computer science","score":0.7961101531982422},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7203327417373657},{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.6520460844039917},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5695503354072571},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5628087520599365},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4980459213256836},{"id":"https://openalex.org/keywords/macular-degeneration","display_name":"Macular degeneration","score":0.49375709891319275},{"id":"https://openalex.org/keywords/retina","display_name":"Retina","score":0.4809500575065613},{"id":"https://openalex.org/keywords/retinitis-pigmentosa","display_name":"Retinitis pigmentosa","score":0.4730616807937622},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.469622403383255},{"id":"https://openalex.org/keywords/retinal-disorder","display_name":"Retinal Disorder","score":0.45606979727745056},{"id":"https://openalex.org/keywords/retinoblastoma","display_name":"Retinoblastoma","score":0.43489789962768555},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.43225789070129395},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.23705363273620605},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17007330060005188},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.10016041994094849},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06744211912155151}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7961101531982422},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7203327417373657},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.6520460844039917},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5695503354072571},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5628087520599365},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4980459213256836},{"id":"https://openalex.org/C2776403814","wikidata":"https://www.wikidata.org/wiki/Q27429789","display_name":"Macular degeneration","level":2,"score":0.49375709891319275},{"id":"https://openalex.org/C2777093970","wikidata":"https://www.wikidata.org/wiki/Q169342","display_name":"Retina","level":2,"score":0.4809500575065613},{"id":"https://openalex.org/C2781114197","wikidata":"https://www.wikidata.org/wiki/Q847057","display_name":"Retinitis pigmentosa","level":3,"score":0.4730616807937622},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.469622403383255},{"id":"https://openalex.org/C2910227669","wikidata":"https://www.wikidata.org/wiki/Q169342","display_name":"Retinal Disorder","level":3,"score":0.45606979727745056},{"id":"https://openalex.org/C2776577112","wikidata":"https://www.wikidata.org/wiki/Q500695","display_name":"Retinoblastoma","level":3,"score":0.43489789962768555},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.43225789070129395},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.23705363273620605},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17007330060005188},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.10016041994094849},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06744211912155151},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/s00521-015-2059-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-015-2059-9","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":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W13726889","https://openalex.org/W1143417798","https://openalex.org/W1553594703","https://openalex.org/W1596717185","https://openalex.org/W1737467577","https://openalex.org/W1883306593","https://openalex.org/W1969141242","https://openalex.org/W1972642682","https://openalex.org/W1972955056","https://openalex.org/W1976647582","https://openalex.org/W1986139367","https://openalex.org/W1995948474","https://openalex.org/W2000099545","https://openalex.org/W2021589706","https://openalex.org/W2030956577","https://openalex.org/W2050955764","https://openalex.org/W2072681044","https://openalex.org/W2080798948","https://openalex.org/W2081123435","https://openalex.org/W2095868502","https://openalex.org/W2100559056","https://openalex.org/W2102299211","https://openalex.org/W2103359087","https://openalex.org/W2109510311","https://openalex.org/W2112846322","https://openalex.org/W2114404799","https://openalex.org/W2123053055","https://openalex.org/W2170092083","https://openalex.org/W2520432709","https://openalex.org/W4241883936"],"related_works":["https://openalex.org/W166796952","https://openalex.org/W2089192839","https://openalex.org/W1485325150","https://openalex.org/W2074285947","https://openalex.org/W4287514694","https://openalex.org/W2026377695","https://openalex.org/W3030214476","https://openalex.org/W2169307481","https://openalex.org/W2086555773","https://openalex.org/W38466001"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
