{"id":"https://openalex.org/W4414193147","doi":"https://doi.org/10.1007/978-3-032-05179-0_30","title":"An Explainable Deep Learning Architecture for the Detection of Gastrointestinal Lesions in Colonoscopy Images","display_name":"An Explainable Deep Learning Architecture for the Detection of Gastrointestinal Lesions in Colonoscopy Images","publication_year":2025,"publication_date":"2025-09-15","ids":{"openalex":"https://openalex.org/W4414193147","doi":"https://doi.org/10.1007/978-3-032-05179-0_30"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-05179-0_30","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-05179-0_30","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102334381","display_name":"Hugo Pereira","orcid":"https://orcid.org/0009-0002-2939-0762"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Hugo Pereira","raw_affiliation_strings":["GECAD \u2013 Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, ISEP, Polytechnic of Porto, Rua DR. Ant\u00f3nio Bernardino de Almeida, 4249-015, Porto, Portugal"],"raw_orcid":"https://orcid.org/0009-0002-2939-0762","affiliations":[{"raw_affiliation_string":"GECAD \u2013 Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, ISEP, Polytechnic of Porto, Rua DR. Ant\u00f3nio Bernardino de Almeida, 4249-015, Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052074597","display_name":"Diogo Martinho","orcid":"https://orcid.org/0000-0003-1683-4950"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]},{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Diogo Martinho","raw_affiliation_strings":["GECAD \u2013 Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, ISEP, Polytechnic of Porto, Rua DR. Ant\u00f3nio Bernardino de Almeida, 4249-015, Porto, Portugal","LASI, School of Engineering, University of Minho, Campus Azur\u00e9m, 4800-058, Guimar\u00e3es, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-1683-4950","affiliations":[{"raw_affiliation_string":"GECAD \u2013 Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, ISEP, Polytechnic of Porto, Rua DR. Ant\u00f3nio Bernardino de Almeida, 4249-015, Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]},{"raw_affiliation_string":"LASI, School of Engineering, University of Minho, Campus Azur\u00e9m, 4800-058, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007629138","display_name":"Goreti Marreiros","orcid":"https://orcid.org/0000-0003-4417-8401"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]},{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Goreti Marreiros","raw_affiliation_strings":["GECAD \u2013 Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, ISEP, Polytechnic of Porto, Rua DR. Ant\u00f3nio Bernardino de Almeida, 4249-015, Porto, Portugal","LASI, School of Engineering, University of Minho, Campus Azur\u00e9m, 4800-058, Guimar\u00e3es, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-4417-8401","affiliations":[{"raw_affiliation_string":"GECAD \u2013 Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, ISEP, Polytechnic of Porto, Rua DR. Ant\u00f3nio Bernardino de Almeida, 4249-015, Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]},{"raw_affiliation_string":"LASI, School of Engineering, University of Minho, Campus Azur\u00e9m, 4800-058, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5052074597"],"corresponding_institution_ids":["https://openalex.org/I83863532","https://openalex.org/I99682543"],"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":0.30721966,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"395","last_page":"406"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.9980999827384949,"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":0.9980999827384949,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9976000189781189,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7875999808311462},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.7437000274658203},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.675000011920929},{"id":"https://openalex.org/keywords/colonoscopy","display_name":"Colonoscopy","score":0.5317999720573425},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5065000057220459},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4219000041484833},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.37070000171661377},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.3659000098705292}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7875999808311462},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7745000123977661},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.7437000274658203},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7335000038146973},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.675000011920929},{"id":"https://openalex.org/C2778435480","wikidata":"https://www.wikidata.org/wiki/Q840387","display_name":"Colonoscopy","level":4,"score":0.5317999720573425},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5065000057220459},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42879998683929443},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4219000041484833},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.37070000171661377},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.3659000098705292},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.36410000920295715},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.3474999964237213},{"id":"https://openalex.org/C98025372","wikidata":"https://www.wikidata.org/wiki/Q477538","display_name":"Systems architecture","level":3,"score":0.3327000141143799},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.3138999938964844},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.2799000144004822},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.27959999442100525},{"id":"https://openalex.org/C2994368867","wikidata":"https://www.wikidata.org/wiki/Q11829360","display_name":"Gastrointestinal system","level":2,"score":0.27410000562667847},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2721000015735626},{"id":"https://openalex.org/C2989236134","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Patient care","level":2,"score":0.27129998803138733},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.2671999931335449},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.26330000162124634},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.25769999623298645}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-05179-0_30","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-05179-0_30","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":23,"referenced_works":["https://openalex.org/W2592929672","https://openalex.org/W2623808523","https://openalex.org/W2809596283","https://openalex.org/W2963797156","https://openalex.org/W2979801810","https://openalex.org/W3006040295","https://openalex.org/W3014974815","https://openalex.org/W3105141008","https://openalex.org/W3112701542","https://openalex.org/W3191270685","https://openalex.org/W4224987933","https://openalex.org/W4366492333","https://openalex.org/W4386536409","https://openalex.org/W4387709213","https://openalex.org/W4391382271","https://openalex.org/W4392235059","https://openalex.org/W4394567142","https://openalex.org/W4400248673","https://openalex.org/W4401730618","https://openalex.org/W4402916452","https://openalex.org/W4406808487","https://openalex.org/W4407848029","https://openalex.org/W4408922153"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}