{"id":"https://openalex.org/W4406940739","doi":"https://doi.org/10.1007/978-3-031-79029-4_23","title":"Detection of\u00a0Pathological Regions of\u00a0the\u00a0Gastrointestinal Tract in\u00a0Capsule Images Using EfficientNetV2 and\u00a0YOLOv8","display_name":"Detection of\u00a0Pathological Regions of\u00a0the\u00a0Gastrointestinal Tract in\u00a0Capsule Images Using EfficientNetV2 and\u00a0YOLOv8","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406940739","doi":"https://doi.org/10.1007/978-3-031-79029-4_23"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-79029-4_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-79029-4_23","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/A5113411713","display_name":"A. Silva","orcid":"https://orcid.org/0009-0003-7721-0700"},"institutions":[{"id":"https://openalex.org/I47327664","display_name":"Universidade Federal do Maranh\u00e3o","ror":"https://ror.org/043fhe951","country_code":"BR","type":"education","lineage":["https://openalex.org/I47327664"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Anderson Lopes Silva","raw_affiliation_strings":["N\u00facleo de Computa\u00e7\u00e3o Aplicada, Universidade Federal do Maranh\u00e3o (UFMA), Caixa Postal, S\u00e3o Lu\u00eds, MA, 65.085-580, Brazil"],"affiliations":[{"raw_affiliation_string":"N\u00facleo de Computa\u00e7\u00e3o Aplicada, Universidade Federal do Maranh\u00e3o (UFMA), Caixa Postal, S\u00e3o Lu\u00eds, MA, 65.085-580, Brazil","institution_ids":["https://openalex.org/I47327664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116073209","display_name":"Hellen Guterres Fran\u00e7a","orcid":null},"institutions":[{"id":"https://openalex.org/I47327664","display_name":"Universidade Federal do Maranh\u00e3o","ror":"https://ror.org/043fhe951","country_code":"BR","type":"education","lineage":["https://openalex.org/I47327664"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Hellen Guterres Fran\u00e7a","raw_affiliation_strings":["N\u00facleo de Computa\u00e7\u00e3o Aplicada, Universidade Federal do Maranh\u00e3o (UFMA), Caixa Postal, S\u00e3o Lu\u00eds, MA, 65.085-580, Brazil"],"affiliations":[{"raw_affiliation_string":"N\u00facleo de Computa\u00e7\u00e3o Aplicada, Universidade Federal do Maranh\u00e3o (UFMA), Caixa Postal, S\u00e3o Lu\u00eds, MA, 65.085-580, Brazil","institution_ids":["https://openalex.org/I47327664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109088451","display_name":"Carlos Neto","orcid":null},"institutions":[{"id":"https://openalex.org/I47327664","display_name":"Universidade Federal do Maranh\u00e3o","ror":"https://ror.org/043fhe951","country_code":"BR","type":"education","lineage":["https://openalex.org/I47327664"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Carlos Mendes dos Santos Neto","raw_affiliation_strings":["N\u00facleo de Computa\u00e7\u00e3o Aplicada, Universidade Federal do Maranh\u00e3o (UFMA), Caixa Postal, S\u00e3o Lu\u00eds, MA, 65.085-580, Brazil"],"affiliations":[{"raw_affiliation_string":"N\u00facleo de Computa\u00e7\u00e3o Aplicada, Universidade Federal do Maranh\u00e3o (UFMA), Caixa Postal, S\u00e3o Lu\u00eds, MA, 65.085-580, Brazil","institution_ids":["https://openalex.org/I47327664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032532370","display_name":"Alexandre Pessoa","orcid":"https://orcid.org/0000-0003-4995-8909"},"institutions":[{"id":"https://openalex.org/I47327664","display_name":"Universidade Federal do Maranh\u00e3o","ror":"https://ror.org/043fhe951","country_code":"BR","type":"education","lineage":["https://openalex.org/I47327664"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Alexandre C\u00e9sar Pinto Pessoa","raw_affiliation_strings":["N\u00facleo de Computa\u00e7\u00e3o Aplicada, Universidade Federal do Maranh\u00e3o (UFMA), Caixa Postal, S\u00e3o Lu\u00eds, MA, 65.085-580, Brazil"],"affiliations":[{"raw_affiliation_string":"N\u00facleo de Computa\u00e7\u00e3o Aplicada, Universidade Federal do Maranh\u00e3o (UFMA), Caixa Postal, S\u00e3o Lu\u00eds, MA, 65.085-580, Brazil","institution_ids":["https://openalex.org/I47327664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087800894","display_name":"Darlan B. P. Quintanilha","orcid":"https://orcid.org/0000-0001-8134-4873"},"institutions":[{"id":"https://openalex.org/I47327664","display_name":"Universidade Federal do Maranh\u00e3o","ror":"https://ror.org/043fhe951","country_code":"BR","type":"education","lineage":["https://openalex.org/I47327664"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Darlan Bruno Pontes Quintanilha","raw_affiliation_strings":["N\u00facleo de Computa\u00e7\u00e3o Aplicada, Universidade Federal do Maranh\u00e3o (UFMA), Caixa Postal, S\u00e3o Lu\u00eds, MA, 65.085-580, Brazil"],"affiliations":[{"raw_affiliation_string":"N\u00facleo de Computa\u00e7\u00e3o Aplicada, Universidade Federal do Maranh\u00e3o (UFMA), Caixa Postal, S\u00e3o Lu\u00eds, MA, 65.085-580, Brazil","institution_ids":["https://openalex.org/I47327664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057598901","display_name":"Arist\u00f3fanes Corr\u00eaa Silva","orcid":"https://orcid.org/0000-0003-0423-2514"},"institutions":[{"id":"https://openalex.org/I47327664","display_name":"Universidade Federal do Maranh\u00e3o","ror":"https://ror.org/043fhe951","country_code":"BR","type":"education","lineage":["https://openalex.org/I47327664"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Arist\u00f3fanes Corr\u00eaa Silva","raw_affiliation_strings":["N\u00facleo de Computa\u00e7\u00e3o Aplicada, Universidade Federal do Maranh\u00e3o (UFMA), Caixa Postal, S\u00e3o Lu\u00eds, MA, 65.085-580, Brazil"],"affiliations":[{"raw_affiliation_string":"N\u00facleo de Computa\u00e7\u00e3o Aplicada, Universidade Federal do Maranh\u00e3o (UFMA), Caixa Postal, S\u00e3o Lu\u00eds, MA, 65.085-580, Brazil","institution_ids":["https://openalex.org/I47327664"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014448875","display_name":"Anselmo Cardoso de Paiva","orcid":"https://orcid.org/0000-0003-4921-0626"},"institutions":[{"id":"https://openalex.org/I47327664","display_name":"Universidade Federal do Maranh\u00e3o","ror":"https://ror.org/043fhe951","country_code":"BR","type":"education","lineage":["https://openalex.org/I47327664"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Anselmo Cardoso de Paiva","raw_affiliation_strings":["N\u00facleo de Computa\u00e7\u00e3o Aplicada, Universidade Federal do Maranh\u00e3o (UFMA), Caixa Postal, S\u00e3o Lu\u00eds, MA, 65.085-580, Brazil"],"affiliations":[{"raw_affiliation_string":"N\u00facleo de Computa\u00e7\u00e3o Aplicada, Universidade Federal do Maranh\u00e3o (UFMA), Caixa Postal, S\u00e3o Lu\u00eds, MA, 65.085-580, Brazil","institution_ids":["https://openalex.org/I47327664"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5113411713"],"corresponding_institution_ids":["https://openalex.org/I47327664"],"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":0.03041825,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"324","last_page":"339"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9908999800682068,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9908999800682068,"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/T10862","display_name":"AI in cancer detection","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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":0.7092519998550415},{"id":"https://openalex.org/keywords/gastrointestinal-tract","display_name":"Gastrointestinal tract","score":0.5976195335388184},{"id":"https://openalex.org/keywords/capsule","display_name":"Capsule","score":0.5504197478294373},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5295701026916504},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4601036310195923},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3237506151199341},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16030365228652954},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12855908274650574},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.08808693289756775},{"id":"https://openalex.org/keywords/paleontology","display_name":"Paleontology","score":0.04719987511634827}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7092519998550415},{"id":"https://openalex.org/C2780512811","wikidata":"https://www.wikidata.org/wiki/Q11829360","display_name":"Gastrointestinal tract","level":2,"score":0.5976195335388184},{"id":"https://openalex.org/C2778778583","wikidata":"https://www.wikidata.org/wiki/Q147768","display_name":"Capsule","level":2,"score":0.5504197478294373},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5295701026916504},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4601036310195923},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3237506151199341},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16030365228652954},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12855908274650574},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08808693289756775},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.04719987511634827}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-79029-4_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-79029-4_23","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":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2531409750","https://openalex.org/W2592929672","https://openalex.org/W2736287575","https://openalex.org/W2980275225","https://openalex.org/W3003346999","https://openalex.org/W3032984651","https://openalex.org/W3164631742","https://openalex.org/W4205372428","https://openalex.org/W4210422248","https://openalex.org/W4293812401","https://openalex.org/W4308216616","https://openalex.org/W4313155267","https://openalex.org/W4384468957","https://openalex.org/W4387527601","https://openalex.org/W4387527876","https://openalex.org/W4387546826","https://openalex.org/W4388285818","https://openalex.org/W4390743820"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
