{"id":"https://openalex.org/W4390743820","doi":"https://doi.org/10.1007/s11042-023-18039-1","title":"ViTCA-Net: a framework for disease detection in video capsule endoscopy images using a vision transformer and convolutional neural network with a specific attention mechanism","display_name":"ViTCA-Net: a framework for disease detection in video capsule endoscopy images using a vision transformer and convolutional neural network with a specific attention mechanism","publication_year":2024,"publication_date":"2024-01-11","ids":{"openalex":"https://openalex.org/W4390743820","doi":"https://doi.org/10.1007/s11042-023-18039-1"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-023-18039-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-18039-1","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"type":"article","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/A5074847373","display_name":"Yassine Oukdach","orcid":"https://orcid.org/0009-0000-9748-2875"},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Yassine Oukdach","raw_affiliation_strings":["LabSIV, Department of Computer Science, Faculty of Sciences, Ibnou Zohr University, B.P 8106, Agadir, 80000, Morocco"],"affiliations":[{"raw_affiliation_string":"LabSIV, Department of Computer Science, Faculty of Sciences, Ibnou Zohr University, B.P 8106, Agadir, 80000, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002019617","display_name":"Zakaria Kerkaou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Zakaria Kerkaou","raw_affiliation_strings":["LabSIV, Department of Computer Science, Faculty of Sciences, Ibnou Zohr University, B.P 8106, Agadir, 80000, Morocco"],"affiliations":[{"raw_affiliation_string":"LabSIV, Department of Computer Science, Faculty of Sciences, Ibnou Zohr University, B.P 8106, Agadir, 80000, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087200808","display_name":"Mohamed El Ansari","orcid":"https://orcid.org/0000-0001-5394-9066"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohamed El Ansari","raw_affiliation_strings":["Informatics and Applications Laboratory, Department of Computer Sciences, Faculty of Sciences, Moulay Ismail University, B.P 11201, Mekn\u00e8s, 52000, Morocco"],"affiliations":[{"raw_affiliation_string":"Informatics and Applications Laboratory, Department of Computer Sciences, Faculty of Sciences, Moulay Ismail University, B.P 11201, Mekn\u00e8s, 52000, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050247701","display_name":"Lahcen Koutti","orcid":"https://orcid.org/0000-0002-4274-3414"},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Lahcen Koutti","raw_affiliation_strings":["LabSIV, Department of Computer Science, Faculty of Sciences, Ibnou Zohr University, B.P 8106, Agadir, 80000, Morocco"],"affiliations":[{"raw_affiliation_string":"LabSIV, Department of Computer Science, Faculty of Sciences, Ibnou Zohr University, B.P 8106, Agadir, 80000, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113051988","display_name":"Ahmed Fouad El Ouafdi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Ahmed Fouad El Ouafdi","raw_affiliation_strings":["LabSIV, Department of Computer Science, Faculty of Sciences, Ibnou Zohr University, B.P 8106, Agadir, 80000, Morocco"],"affiliations":[{"raw_affiliation_string":"LabSIV, Department of Computer Science, Faculty of Sciences, Ibnou Zohr University, B.P 8106, Agadir, 80000, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081724732","display_name":"Thomas de Lange","orcid":"https://orcid.org/0000-0003-3989-7487"},"institutions":[{"id":"https://openalex.org/I881427289","display_name":"University of Gothenburg","ror":"https://ror.org/01tm6cn81","country_code":"SE","type":"education","lineage":["https://openalex.org/I881427289"]},{"id":"https://openalex.org/I2801112325","display_name":"Sahlgrenska University Hospital","ror":"https://ror.org/04vgqjj36","country_code":"SE","type":"healthcare","lineage":["https://openalex.org/I2801112325"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Thomas De Lange","raw_affiliation_strings":["Department of Molecular and Clinical Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden","Medical Department - M\u00f6lndal, Sahlgrenska University Hospital, Region V\u00e4stra G\u00f6taland, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Molecular and Clinical Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden","institution_ids":["https://openalex.org/I881427289"]},{"raw_affiliation_string":"Medical Department - M\u00f6lndal, Sahlgrenska University Hospital, Region V\u00e4stra G\u00f6taland, Sweden","institution_ids":["https://openalex.org/I2801112325"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5074847373"],"corresponding_institution_ids":["https://openalex.org/I4210088687"],"apc_list":null,"apc_paid":null,"fwci":9.6253,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.98513487,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"83","issue":"23","first_page":"63635","last_page":"63654"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"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/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2715","display_name":"Gastroenterology"},"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/T10552","display_name":"Colorectal Cancer Screening and Detection","score":0.979200005531311,"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/T10696","display_name":"Gastric Cancer Management and Outcomes","score":0.9039000272750854,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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":0.8804930448532104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7555786967277527},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7235548496246338},{"id":"https://openalex.org/keywords/capsule-endoscopy","display_name":"Capsule endoscopy","score":0.621832013130188},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.49575433135032654},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4670385718345642},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.4211300313472748},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39960455894470215},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3989887833595276},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34293270111083984}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8804930448532104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7555786967277527},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7235548496246338},{"id":"https://openalex.org/C2777333622","wikidata":"https://www.wikidata.org/wiki/Q116753","display_name":"Capsule endoscopy","level":2,"score":0.621832013130188},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.49575433135032654},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4670385718345642},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.4211300313472748},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39960455894470215},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3989887833595276},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34293270111083984},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-023-18039-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-18039-1","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5400000214576721,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W22040386","https://openalex.org/W1650175677","https://openalex.org/W1972095400","https://openalex.org/W2008359794","https://openalex.org/W2025956883","https://openalex.org/W2037265949","https://openalex.org/W2087347434","https://openalex.org/W2112796928","https://openalex.org/W2151103935","https://openalex.org/W2161969291","https://openalex.org/W2163352848","https://openalex.org/W2166699357","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2290355700","https://openalex.org/W2291020065","https://openalex.org/W2322131532","https://openalex.org/W2493108192","https://openalex.org/W2531409750","https://openalex.org/W2584038571","https://openalex.org/W2594656827","https://openalex.org/W2691395254","https://openalex.org/W2803469628","https://openalex.org/W2803674770","https://openalex.org/W2806476434","https://openalex.org/W2889646458","https://openalex.org/W2898769570","https://openalex.org/W2911440706","https://openalex.org/W2958802516","https://openalex.org/W2962858109","https://openalex.org/W2963163009","https://openalex.org/W2963446712","https://openalex.org/W2964081807","https://openalex.org/W2964350391","https://openalex.org/W2974356752","https://openalex.org/W2991153448","https://openalex.org/W2997781171","https://openalex.org/W3097020048","https://openalex.org/W3103862715","https://openalex.org/W3125908376","https://openalex.org/W3164631742","https://openalex.org/W3168491317","https://openalex.org/W3188404242","https://openalex.org/W3196792983","https://openalex.org/W3204166336","https://openalex.org/W4205282176","https://openalex.org/W4226085844","https://openalex.org/W4293163051","https://openalex.org/W4293519266","https://openalex.org/W4302067267","https://openalex.org/W4308216616","https://openalex.org/W4308506699","https://openalex.org/W4308799802","https://openalex.org/W4310793398","https://openalex.org/W4313155267","https://openalex.org/W4320918913","https://openalex.org/W4323362423","https://openalex.org/W4385306989"],"related_works":["https://openalex.org/W2608489025","https://openalex.org/W182326524","https://openalex.org/W2316510287","https://openalex.org/W2412302037","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3167935049","https://openalex.org/W3029198973"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":9}],"updated_date":"2026-01-24T23:23:39.755997","created_date":"2025-10-10T00:00:00"}
