{"id":"https://openalex.org/W4411547625","doi":"https://doi.org/10.1007/978-3-031-96255-4_25","title":"Deep Learning Approaches for\u00a0Glaucoma Detection: A Comparative Study of\u00a0CNN Models on\u00a0Retinal Fundus Images","display_name":"Deep Learning Approaches for\u00a0Glaucoma Detection: A Comparative Study of\u00a0CNN Models on\u00a0Retinal Fundus Images","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411547625","doi":"https://doi.org/10.1007/978-3-031-96255-4_25"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-96255-4_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-96255-4_25","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/A5011144750","display_name":"Eugenia Arrieta Rodr\u00edguez","orcid":"https://orcid.org/0000-0001-8151-2654"},"institutions":[{"id":"https://openalex.org/I4210101808","display_name":"Universidad del Sin\u00fa","ror":"https://ror.org/013ys5k90","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210101808"]},{"id":"https://openalex.org/I4210112678","display_name":"University of the Coast","ror":"https://ror.org/01v5nhr20","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210112678"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"Eugenia Arrieta Rodr\u00edguez","raw_affiliation_strings":["Department of Computational Science and Electronic, Universidad de la Costa, CUC, Barranquilla, 080020, Colombia","Universidad del Sin\u00fa El\u00edas Bechara Zain\u00fam, Cartagena, 130015, Colombia"],"raw_orcid":"https://orcid.org/0000-0001-8151-2654","affiliations":[{"raw_affiliation_string":"Department of Computational Science and Electronic, Universidad de la Costa, CUC, Barranquilla, 080020, Colombia","institution_ids":["https://openalex.org/I4210112678"]},{"raw_affiliation_string":"Universidad del Sin\u00fa El\u00edas Bechara Zain\u00fam, Cartagena, 130015, Colombia","institution_ids":["https://openalex.org/I4210101808"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032445132","display_name":"Jos\u00e9 Antonio Araque Gallardo","orcid":"https://orcid.org/0000-0002-4156-7105"},"institutions":[{"id":"https://openalex.org/I218553996","display_name":"University of Sucre","ror":"https://ror.org/04fbb7514","country_code":"CO","type":"education","lineage":["https://openalex.org/I218553996"]},{"id":"https://openalex.org/I4210112678","display_name":"University of the Coast","ror":"https://ror.org/01v5nhr20","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210112678"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Araque-Gallardo","raw_affiliation_strings":["Department of Computational Science and Electronic, Universidad de la Costa, CUC, Barranquilla, 080020, Colombia","Department of Electronic Engineering, Universidad de Sucre, Sincelejo, 700001, Colombia"],"raw_orcid":"https://orcid.org/0000-0002-4156-7105","affiliations":[{"raw_affiliation_string":"Department of Computational Science and Electronic, Universidad de la Costa, CUC, Barranquilla, 080020, Colombia","institution_ids":["https://openalex.org/I4210112678"]},{"raw_affiliation_string":"Department of Electronic Engineering, Universidad de Sucre, Sincelejo, 700001, Colombia","institution_ids":["https://openalex.org/I218553996"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089692871","display_name":"Oscar Luis Teheran Forero","orcid":"https://orcid.org/0000-0002-5430-5438"},"institutions":[{"id":"https://openalex.org/I4210101808","display_name":"Universidad del Sin\u00fa","ror":"https://ror.org/013ys5k90","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210101808"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Oscar Luis Teheran Forero","raw_affiliation_strings":["Universidad del Sin\u00fa El\u00edas Bechara Zain\u00fam, Cartagena, 130015, Colombia"],"raw_orcid":"https://orcid.org/0000-0002-5430-5438","affiliations":[{"raw_affiliation_string":"Universidad del Sin\u00fa El\u00edas Bechara Zain\u00fam, Cartagena, 130015, Colombia","institution_ids":["https://openalex.org/I4210101808"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089655758","display_name":"Emiro De-La-Hoz-Franco","orcid":"https://orcid.org/0000-0002-4926-7414"},"institutions":[{"id":"https://openalex.org/I4210112678","display_name":"University of the Coast","ror":"https://ror.org/01v5nhr20","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210112678"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Emiro De-La-Hoz-Franco","raw_affiliation_strings":["Department of Computational Science and Electronic, Universidad de la Costa, CUC, Barranquilla, 080020, Colombia"],"raw_orcid":"https://orcid.org/0000-0002-4926-7414","affiliations":[{"raw_affiliation_string":"Department of Computational Science and Electronic, Universidad de la Costa, CUC, Barranquilla, 080020, Colombia","institution_ids":["https://openalex.org/I4210112678"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074210385","display_name":"Jos\u00e9 Escorcia\u2010Gutierrez","orcid":"https://orcid.org/0000-0003-0518-3187"},"institutions":[{"id":"https://openalex.org/I4210112678","display_name":"University of the Coast","ror":"https://ror.org/01v5nhr20","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210112678"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Escorcia-Gutierrez","raw_affiliation_strings":["Department of Computational Science and Electronic, Universidad de la Costa, CUC, Barranquilla, 080020, Colombia"],"raw_orcid":"https://orcid.org/0000-0003-0518-3187","affiliations":[{"raw_affiliation_string":"Department of Computational Science and Electronic, Universidad de la Costa, CUC, Barranquilla, 080020, Colombia","institution_ids":["https://openalex.org/I4210112678"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5011144750"],"corresponding_institution_ids":["https://openalex.org/I4210101808","https://openalex.org/I4210112678"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.32456764,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"269","last_page":"278"},"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9905999898910522,"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"}},{"id":"https://openalex.org/T10250","display_name":"Glaucoma and retinal disorders","score":0.9847999811172485,"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":0.854891300201416},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.6966107487678528},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6261379718780518},{"id":"https://openalex.org/keywords/glaucoma","display_name":"Glaucoma","score":0.514120876789093},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.49505653977394104},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4426995515823364},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3472195267677307},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3396693170070648},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.22092068195343018},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07394656538963318}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.854891300201416},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.6966107487678528},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6261379718780518},{"id":"https://openalex.org/C2778527774","wikidata":"https://www.wikidata.org/wiki/Q159701","display_name":"Glaucoma","level":2,"score":0.514120876789093},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.49505653977394104},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4426995515823364},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3472195267677307},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3396693170070648},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.22092068195343018},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07394656538963318}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-96255-4_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-96255-4_25","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":15,"referenced_works":["https://openalex.org/W2097117768","https://openalex.org/W2158698691","https://openalex.org/W2160605010","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2938600289","https://openalex.org/W2960170118","https://openalex.org/W4206750494","https://openalex.org/W4285505717","https://openalex.org/W4292318628","https://openalex.org/W4320919595","https://openalex.org/W4382456498","https://openalex.org/W4386729145","https://openalex.org/W4386947348","https://openalex.org/W4389058722"],"related_works":["https://openalex.org/W2082087664","https://openalex.org/W2070104888","https://openalex.org/W4285351923","https://openalex.org/W4389542577","https://openalex.org/W2885840481","https://openalex.org/W4240661191","https://openalex.org/W1998930228","https://openalex.org/W2038649333","https://openalex.org/W3096540609","https://openalex.org/W2554284482"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}