{"id":"https://openalex.org/W4414639055","doi":"https://doi.org/10.1007/978-981-95-0985-0_7","title":"Comparative Analysis of Segmentation and Classification Models of Retinopathies in Ophthalmological Images","display_name":"Comparative Analysis of Segmentation and Classification Models of Retinopathies in Ophthalmological Images","publication_year":2025,"publication_date":"2025-09-30","ids":{"openalex":"https://openalex.org/W4414639055","doi":"https://doi.org/10.1007/978-981-95-0985-0_7"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-95-0985-0_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-95-0985-0_7","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/A5083295049","display_name":"Miguel Urina\u2010Triana","orcid":"https://orcid.org/0000-0001-6003-4622"},"institutions":[{"id":"https://openalex.org/I4210132036","display_name":"Universidad Sim\u00f3n Bol\u00edvar","ror":"https://ror.org/02njbw696","country_code":"CO","type":"education","lineage":["https://openalex.org/I4210132036"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"Miguel Alberto Urina-Triana","raw_affiliation_strings":["Facultad de Ciencias de la Salud, Universidad Sim\u00f3n Bol\u00edvar, 081005, Barranquilla, Colombia"],"affiliations":[{"raw_affiliation_string":"Facultad de Ciencias de la Salud, Universidad Sim\u00f3n Bol\u00edvar, 081005, Barranquilla, Colombia","institution_ids":["https://openalex.org/I4210132036"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023617878","display_name":"Paola Ariza-Colpas","orcid":"https://orcid.org/0000-0003-4503-5461"},"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":"Paola Patricia Ariza-Colpas","raw_affiliation_strings":["Department of Computer Science and Electronics, Universidad de La Costa CUC, 080002, Barranquilla, Colombia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Electronics, Universidad de La Costa CUC, 080002, Barranquilla, Colombia","institution_ids":["https://openalex.org/I4210112678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019030949","display_name":"Marlon Alberto Pi\u00f1eres-Melo","orcid":"https://orcid.org/0000-0002-1858-2083"},"institutions":[{"id":"https://openalex.org/I142879360","display_name":"Universidad del Norte","ror":"https://ror.org/031e6xm45","country_code":"CO","type":"education","lineage":["https://openalex.org/I142879360"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Marlon Alberto Pi\u00f1eres Melo","raw_affiliation_strings":["Department of Systems Engineering, Universidad del Norte, 081001, Barranquilla, Colombia"],"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering, Universidad del Norte, 081001, Barranquilla, Colombia","institution_ids":["https://openalex.org/I142879360"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5119772489","display_name":"Daniel Franco-Acevedo","orcid":null},"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":"Daniel Franco-Acevedo","raw_affiliation_strings":["Department of Computer Science and Electronics, Universidad de La Costa CUC, 080002, Barranquilla, Colombia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Electronics, Universidad de La Costa CUC, 080002, Barranquilla, Colombia","institution_ids":["https://openalex.org/I4210112678"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5083295049"],"corresponding_institution_ids":["https://openalex.org/I4210132036"],"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":0.61074144,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"83","last_page":"95"},"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":0.9944999814033508,"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":0.9923999905586243,"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/segmentation","display_name":"Segmentation","score":0.6973000168800354},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6894000172615051},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6549000144004822},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6197999715805054},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5113000273704529},{"id":"https://openalex.org/keywords/grayscale","display_name":"Grayscale","score":0.5052000284194946},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.46219998598098755},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41609999537467957}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8429999947547913},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8062000274658203},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6973000168800354},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6894000172615051},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6549000144004822},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6197999715805054},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5113000273704529},{"id":"https://openalex.org/C78201319","wikidata":"https://www.wikidata.org/wiki/Q685727","display_name":"Grayscale","level":3,"score":0.5052000284194946},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.46219998598098755},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41609999537467957},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.41130000352859497},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.40619999170303345},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.3935999870300293},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3767000138759613},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3765999972820282},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.37630000710487366},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.33809998631477356},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.3000999987125397},{"id":"https://openalex.org/C2779735895","wikidata":"https://www.wikidata.org/wiki/Q16873995","display_name":"Optic disc","level":3,"score":0.28130000829696655},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.2736999988555908},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.262800008058548},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.257099986076355},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.25029999017715454}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-95-0985-0_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-95-0985-0_7","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2100756624","https://openalex.org/W2104324599","https://openalex.org/W2119399382","https://openalex.org/W2132113231","https://openalex.org/W2149430368","https://openalex.org/W2158518042","https://openalex.org/W2163352848","https://openalex.org/W2557738935","https://openalex.org/W2772059204","https://openalex.org/W2772246530","https://openalex.org/W2789360655","https://openalex.org/W2828862258","https://openalex.org/W4211205882","https://openalex.org/W4392902360","https://openalex.org/W4404906126","https://openalex.org/W4405654340","https://openalex.org/W4406676486"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
