{"id":"https://openalex.org/W3092197275","doi":"https://doi.org/10.1007/978-3-030-60884-2_8","title":"Convolutional Neural Network for Classification of Diabetic Retinopathy Grade","display_name":"Convolutional Neural Network for Classification of Diabetic Retinopathy Grade","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3092197275","doi":"https://doi.org/10.1007/978-3-030-60884-2_8","mag":"3092197275"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-60884-2_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-60884-2_8","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":"book-chapter","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/A5081542222","display_name":"Vanessa Alcal\u00e1-Rmz","orcid":"https://orcid.org/0000-0002-6874-5805"},"institutions":[{"id":"https://openalex.org/I47400469","display_name":"Universidad Aut\u00f3noma de Zacatecas \"Francisco Garc\u00eda Salinas\"","ror":"https://ror.org/01m296r74","country_code":"MX","type":"education","lineage":["https://openalex.org/I47400469"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Vanessa Alcal\u00e1-Rmz","raw_affiliation_strings":["Unidad Acad\u00e9mica de Ingenier\u00eda El\u00e9ctrica, Universidad Aut\u00f3noma de Zacatecas, Zacatecas, Zac, Mexico"],"affiliations":[{"raw_affiliation_string":"Unidad Acad\u00e9mica de Ingenier\u00eda El\u00e9ctrica, Universidad Aut\u00f3noma de Zacatecas, Zacatecas, Zac, Mexico","institution_ids":["https://openalex.org/I47400469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086024041","display_name":"Valeria Maeda-Guti\u00e9rrez","orcid":"https://orcid.org/0000-0002-0852-8315"},"institutions":[{"id":"https://openalex.org/I47400469","display_name":"Universidad Aut\u00f3noma de Zacatecas \"Francisco Garc\u00eda Salinas\"","ror":"https://ror.org/01m296r74","country_code":"MX","type":"education","lineage":["https://openalex.org/I47400469"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Valeria Maeda-Guti\u00e9rrez","raw_affiliation_strings":["Unidad Acad\u00e9mica de Ingenier\u00eda El\u00e9ctrica, Universidad Aut\u00f3noma de Zacatecas, Zacatecas, Zac, Mexico"],"affiliations":[{"raw_affiliation_string":"Unidad Acad\u00e9mica de Ingenier\u00eda El\u00e9ctrica, Universidad Aut\u00f3noma de Zacatecas, Zacatecas, Zac, Mexico","institution_ids":["https://openalex.org/I47400469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033853428","display_name":"Laura A. Zanella-Calzada","orcid":"https://orcid.org/0000-0002-8049-8077"},"institutions":[{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]},{"id":"https://openalex.org/I4210121838","display_name":"Laboratoire Lorrain de Recherche en Informatique et ses Applications","ror":"https://ror.org/02vnf0c38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210121838","https://openalex.org/I4210159245","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laura A. Zanella-Calzada","raw_affiliation_strings":["LORIA (Universit\u00e9 de Lorraine, CNRS, Inria), Nancy, France"],"affiliations":[{"raw_affiliation_string":"LORIA (Universit\u00e9 de Lorraine, CNRS, Inria), Nancy, France","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I4210121838","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067119648","display_name":"Ad\u00e1n Valladares\u2010Salgado","orcid":"https://orcid.org/0000-0002-3182-3857"},"institutions":[{"id":"https://openalex.org/I4210120064","display_name":"Centro Medico Nacional Siglo XXI","ror":"https://ror.org/02vz80y09","country_code":"MX","type":"healthcare","lineage":["https://openalex.org/I164915025","https://openalex.org/I4210120064"]},{"id":"https://openalex.org/I164915025","display_name":"Mexican Social Security Institute","ror":"https://ror.org/03xddgg98","country_code":"MX","type":"government","lineage":["https://openalex.org/I164915025"]},{"id":"https://openalex.org/I4210136171","display_name":"Hospital de Especialidades","ror":"https://ror.org/04f86t017","country_code":"MX","type":"healthcare","lineage":["https://openalex.org/I4210136171"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Adan Valladares-Salgado","raw_affiliation_strings":["Unidad de Investigaci\u00f3n M\u00e9dica en Bioqu\u00ed\u00admica, Hospital de Especialidades, Centro M\u00e9dico Nacional Siglo XXI. Instituto Mexicano del Seguro Social. Mexico City, Ciudad de M\u00e9xico, Mexico"],"affiliations":[{"raw_affiliation_string":"Unidad de Investigaci\u00f3n M\u00e9dica en Bioqu\u00ed\u00admica, Hospital de Especialidades, Centro M\u00e9dico Nacional Siglo XXI. Instituto Mexicano del Seguro Social. Mexico City, Ciudad de M\u00e9xico, Mexico","institution_ids":["https://openalex.org/I4210136171","https://openalex.org/I4210120064","https://openalex.org/I164915025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055842704","display_name":"Jos\u00e9 M. Celaya-Padilla","orcid":"https://orcid.org/0000-0001-6847-3777"},"institutions":[{"id":"https://openalex.org/I47400469","display_name":"Universidad Aut\u00f3noma de Zacatecas \"Francisco Garc\u00eda Salinas\"","ror":"https://ror.org/01m296r74","country_code":"MX","type":"education","lineage":["https://openalex.org/I47400469"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 M. Celaya-Padilla","raw_affiliation_strings":["Unidad Acad\u00e9mica de Ingenier\u00eda El\u00e9ctrica, Universidad Aut\u00f3noma de Zacatecas, Zacatecas, Zac, Mexico"],"affiliations":[{"raw_affiliation_string":"Unidad Acad\u00e9mica de Ingenier\u00eda El\u00e9ctrica, Universidad Aut\u00f3noma de Zacatecas, Zacatecas, Zac, Mexico","institution_ids":["https://openalex.org/I47400469"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038477494","display_name":"Carlos E. Galv\u00e1n-Tejada","orcid":"https://orcid.org/0000-0002-7635-4687"},"institutions":[{"id":"https://openalex.org/I47400469","display_name":"Universidad Aut\u00f3noma de Zacatecas \"Francisco Garc\u00eda Salinas\"","ror":"https://ror.org/01m296r74","country_code":"MX","type":"education","lineage":["https://openalex.org/I47400469"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Carlos E. Galv\u00e1n-Tejada","raw_affiliation_strings":["Unidad Acad\u00e9mica de Ingenier\u00eda El\u00e9ctrica, Universidad Aut\u00f3noma de Zacatecas, Zacatecas, Zac, Mexico"],"affiliations":[{"raw_affiliation_string":"Unidad Acad\u00e9mica de Ingenier\u00eda El\u00e9ctrica, Universidad Aut\u00f3noma de Zacatecas, Zacatecas, Zac, Mexico","institution_ids":["https://openalex.org/I47400469"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5081542222"],"corresponding_institution_ids":["https://openalex.org/I47400469"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.3365,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.89604592,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"104","last_page":"118"},"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":0.9944000244140625,"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":0.9927999973297119,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7546567320823669},{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.7506614923477173},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7466581463813782},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6551767587661743},{"id":"https://openalex.org/keywords/retinopathy","display_name":"Retinopathy","score":0.6176941394805908},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.5090667605400085},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4906710386276245},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"Computer-aided diagnosis","score":0.4376329183578491},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4228425621986389},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.41167110204696655},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3036465048789978},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.30085811018943787}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7546567320823669},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.7506614923477173},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7466581463813782},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6551767587661743},{"id":"https://openalex.org/C2778313320","wikidata":"https://www.wikidata.org/wiki/Q550455","display_name":"Retinopathy","level":3,"score":0.6176941394805908},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.5090667605400085},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4906710386276245},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.4376329183578491},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4228425621986389},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.41167110204696655},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3036465048789978},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.30085811018943787},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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:10.1007/978-3-030-60884-2_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-60884-2_8","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":[{"score":0.6700000166893005,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1579760457","https://openalex.org/W1686810756","https://openalex.org/W1989883122","https://openalex.org/W1995634506","https://openalex.org/W2018458970","https://openalex.org/W2103212315","https://openalex.org/W2108282337","https://openalex.org/W2112796928","https://openalex.org/W2138480916","https://openalex.org/W2139923324","https://openalex.org/W2157825442","https://openalex.org/W2168261002","https://openalex.org/W2556013418","https://openalex.org/W2557738935","https://openalex.org/W2626442855","https://openalex.org/W2758684116","https://openalex.org/W2769713325","https://openalex.org/W2883585595","https://openalex.org/W2884368321","https://openalex.org/W2892133319","https://openalex.org/W2900044084","https://openalex.org/W2949117887","https://openalex.org/W2963857521","https://openalex.org/W2979800405","https://openalex.org/W2981826026","https://openalex.org/W2982393921","https://openalex.org/W3134431802","https://openalex.org/W4210953420","https://openalex.org/W6679338098","https://openalex.org/W6686274685","https://openalex.org/W6792345611"],"related_works":["https://openalex.org/W2584074590","https://openalex.org/W3028974389","https://openalex.org/W2752816974","https://openalex.org/W3190746054","https://openalex.org/W2567704700","https://openalex.org/W2942861078","https://openalex.org/W2234665477","https://openalex.org/W2418838244","https://openalex.org/W1981514967","https://openalex.org/W2074099750"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
