{"id":"https://openalex.org/W4312687245","doi":"https://doi.org/10.1007/978-3-031-19493-1_24","title":"Towards an\u00a0Interpretable Model for\u00a0Automatic Classification of\u00a0Endoscopy Images","display_name":"Towards an\u00a0Interpretable Model for\u00a0Automatic Classification of\u00a0Endoscopy Images","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312687245","doi":"https://doi.org/10.1007/978-3-031-19493-1_24"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-19493-1_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-19493-1_24","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":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.manchester.ac.uk/en/publications/7aa5a791-36bb-42b0-9e46-c21dc1f16aaf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032272877","display_name":"Rogelio Garc\u00eda-Aguirre","orcid":"https://orcid.org/0000-0001-5143-6267"},"institutions":[{"id":"https://openalex.org/I169046204","display_name":"Universidad Aut\u00f3noma de Nuevo Le\u00f3n","ror":"https://ror.org/01fh86n78","country_code":"MX","type":"education","lineage":["https://openalex.org/I169046204"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Rogelio Garc\u00eda-Aguirre","raw_affiliation_strings":["Universidad Aut\u00f3noma de Nuevo Le\u00f3n, Facultad de Ingenier\u00eda Mec\u00e1nica y El\u00e9ctrica, Ave. Universidad S/N, Cd. Universitaria, N.L. CP 66455, San Nicol\u00e1s de los Garza, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma de Nuevo Le\u00f3n, Facultad de Ingenier\u00eda Mec\u00e1nica y El\u00e9ctrica, Ave. Universidad S/N, Cd. Universitaria, N.L. CP 66455, San Nicol\u00e1s de los Garza, Mexico","institution_ids":["https://openalex.org/I169046204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070191599","display_name":"Luis Torres\u2010Trevi\u00f1o","orcid":"https://orcid.org/0000-0002-8072-6033"},"institutions":[{"id":"https://openalex.org/I169046204","display_name":"Universidad Aut\u00f3noma de Nuevo Le\u00f3n","ror":"https://ror.org/01fh86n78","country_code":"MX","type":"education","lineage":["https://openalex.org/I169046204"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Luis Torres-Trevi\u00f1o","raw_affiliation_strings":["Universidad Aut\u00f3noma de Nuevo Le\u00f3n, Facultad de Ingenier\u00eda Mec\u00e1nica y El\u00e9ctrica, Ave. Universidad S/N, Cd. Universitaria, N.L. CP 66455, San Nicol\u00e1s de los Garza, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma de Nuevo Le\u00f3n, Facultad de Ingenier\u00eda Mec\u00e1nica y El\u00e9ctrica, Ave. Universidad S/N, Cd. Universitaria, N.L. CP 66455, San Nicol\u00e1s de los Garza, Mexico","institution_ids":["https://openalex.org/I169046204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008571456","display_name":"Eva M. Navarro-L\u00f3pez","orcid":"https://orcid.org/0000-0001-8762-6943"},"institutions":[{"id":"https://openalex.org/I119664326","display_name":"University of Wolverhampton","ror":"https://ror.org/01k2y1055","country_code":"GB","type":"education","lineage":["https://openalex.org/I119664326"]},{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Eva Mar\u00eda Navarro-L\u00f3pez","raw_affiliation_strings":["School of Engineering, Computing and Mathematical Sciences, Faculty of Science and Engineering, University of Wolverhampton, Alan Turing Building, Wulfruna Street, Wolverhampton, WV1 1LY, UK","School of Environment, Education and Development, University of Manchester, Oxford Road, Manchester, M13 9PL, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, Computing and Mathematical Sciences, Faculty of Science and Engineering, University of Wolverhampton, Alan Turing Building, Wulfruna Street, Wolverhampton, WV1 1LY, UK","institution_ids":["https://openalex.org/I119664326"]},{"raw_affiliation_string":"School of Environment, Education and Development, University of Manchester, Oxford Road, Manchester, M13 9PL, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033171011","display_name":"Jose A. Gonzalez","orcid":"https://orcid.org/0000-0003-4858-5717"},"institutions":[{"id":"https://openalex.org/I169046204","display_name":"Universidad Aut\u00f3noma de Nuevo Le\u00f3n","ror":"https://ror.org/01fh86n78","country_code":"MX","type":"education","lineage":["https://openalex.org/I169046204"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Alberto Gonz\u00e1lez-Gonz\u00e1lez","raw_affiliation_strings":["Servicio de Gastroenterolog\u00eda, Facultad de Medicina, Hospital Universitario \u201cDr. Jos\u00e9 E. Gonz\u00e1lez\u201d, Universidad Aut\u00f3noma de Nuevo Le\u00f3n, Monterrey, N.L. CP 64700, Mexico","Servicio de Gastroenterolog\u00eda, Facultad de Medicina, Hospital Universitario \"Dr. Jos\u00e9 E. Gonz\u00e1lez\", Universidad Aut\u00f3noma de Nuevo Le\u00f3n, Monterrey, N.L. CP 64700, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Servicio de Gastroenterolog\u00eda, Facultad de Medicina, Hospital Universitario \u201cDr. Jos\u00e9 E. Gonz\u00e1lez\u201d, Universidad Aut\u00f3noma de Nuevo Le\u00f3n, Monterrey, N.L. CP 64700, Mexico","institution_ids":["https://openalex.org/I169046204"]},{"raw_affiliation_string":"Servicio de Gastroenterolog\u00eda, Facultad de Medicina, Hospital Universitario \"Dr. Jos\u00e9 E. Gonz\u00e1lez\", Universidad Aut\u00f3noma de Nuevo Le\u00f3n, Monterrey, N.L. CP 64700, Mexico","institution_ids":["https://openalex.org/I169046204"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5032272877"],"corresponding_institution_ids":["https://openalex.org/I169046204"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16166924,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"297","last_page":"307"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9973000288009644,"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"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9973000288009644,"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":0.996999979019165,"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"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9839000105857849,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8740369081497192},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7503248453140259},{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.7260221242904663},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7052621245384216},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.7029116153717041},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6784981489181519},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5000925064086914},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.4296967089176178},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3220585584640503}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8740369081497192},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7503248453140259},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.7260221242904663},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7052621245384216},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.7029116153717041},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6784981489181519},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5000925064086914},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.4296967089176178},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3220585584640503},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-19493-1_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-19493-1_24","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"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/7aa5a791-36bb-42b0-9e46-c21dc1f16aaf","is_oa":true,"landing_page_url":"https://research.manchester.ac.uk/en/publications/7aa5a791-36bb-42b0-9e46-c21dc1f16aaf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Garc\u00eda-Aguirre, R, Torres Trevi\u00f1o, L, Navarro Lopez, E & Gonz\u00e1lez-Gonz\u00e1lez, J A 2022, Towards an interpretable model for automatic classification of endoscopy images. in Proceedings of the 21st Mexican International Conference on Artificial Intelligence (MICAI 2022). vol. 13612, Lectures Notes in Artificial Intelligence, vol. 13612, Springer Berlin.","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:wlv.openrepository.com:2436/624897","is_oa":false,"landing_page_url":"http://hdl.handle.net/2436/624897","pdf_url":null,"source":{"id":"https://openalex.org/S4306401000","display_name":"Wolverhampton Intellectual Repository and E-Theses (University of Wolverhampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119664326","host_organization_name":"University of Wolverhampton","host_organization_lineage":["https://openalex.org/I119664326"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Advances in Computational Intelligence&#13;\\n21st Mexican International Conference on Artificial Intelligence, MICAI 2022, Monterrey, Mexico, October 24\u201329, 2022, Proceedings, Part I","raw_type":"Conference contribution"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/7aa5a791-36bb-42b0-9e46-c21dc1f16aaf","is_oa":true,"landing_page_url":"https://research.manchester.ac.uk/en/publications/7aa5a791-36bb-42b0-9e46-c21dc1f16aaf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Garc\u00eda-Aguirre, R, Torres Trevi\u00f1o, L, Navarro Lopez, E & Gonz\u00e1lez-Gonz\u00e1lez, J A 2022, Towards an interpretable model for automatic classification of endoscopy images. in Proceedings of the 21st Mexican International Conference on Artificial Intelligence (MICAI 2022). vol. 13612, Lectures Notes in Artificial Intelligence, vol. 13612, Springer Berlin.","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2610332124","https://openalex.org/W2616247523","https://openalex.org/W2623808523","https://openalex.org/W2884619956","https://openalex.org/W2888447104","https://openalex.org/W2889377580","https://openalex.org/W2896658870","https://openalex.org/W2903886348","https://openalex.org/W2904251400","https://openalex.org/W2911436281","https://openalex.org/W2967784235","https://openalex.org/W2979072923","https://openalex.org/W2994660764","https://openalex.org/W2998697825","https://openalex.org/W3009507531","https://openalex.org/W3021559413","https://openalex.org/W3021965851","https://openalex.org/W3029137193","https://openalex.org/W3035892831","https://openalex.org/W3035941922","https://openalex.org/W3047507497","https://openalex.org/W3096338191","https://openalex.org/W3102564565","https://openalex.org/W3112162693","https://openalex.org/W3131934736","https://openalex.org/W3140854437","https://openalex.org/W3183198896","https://openalex.org/W3198654417","https://openalex.org/W4288784620","https://openalex.org/W4299408792"],"related_works":["https://openalex.org/W4312417841","https://openalex.org/W4321369474","https://openalex.org/W2731899572","https://openalex.org/W3133861977","https://openalex.org/W4200173597","https://openalex.org/W3116150086","https://openalex.org/W4377224369","https://openalex.org/W2999805992","https://openalex.org/W4380075502","https://openalex.org/W3130227562"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
