{"id":"https://openalex.org/W4310793398","doi":"https://doi.org/10.1109/wincom55661.2022.9966474","title":"Gastrointestinal diseases classification based on deep learning and transfer learning mechanism","display_name":"Gastrointestinal diseases classification based on deep learning and transfer learning mechanism","publication_year":2022,"publication_date":"2022-10-26","ids":{"openalex":"https://openalex.org/W4310793398","doi":"https://doi.org/10.1109/wincom55661.2022.9966474"},"language":"en","primary_location":{"id":"doi:10.1109/wincom55661.2022.9966474","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wincom55661.2022.9966474","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 9th International Conference on Wireless Networks and Mobile Communications (WINCOM)","raw_type":"proceedings-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":["Ibn Zohr University,LabSIV, Faculty of Science,Department of Computer Science,Agadir,Morocco","Department of Computer Science, LabSIV, Faculty of Science, Ibn Zohr University, Agadir, Morocco"],"affiliations":[{"raw_affiliation_string":"Ibn Zohr University,LabSIV, Faculty of Science,Department of Computer Science,Agadir,Morocco","institution_ids":["https://openalex.org/I4210088687"]},{"raw_affiliation_string":"Department of Computer Science, LabSIV, Faculty of Science, Ibn Zohr University, Agadir, 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":["Ibn Zohr University,LabSIV, Faculty of Science,Department of Computer Science,Agadir,Morocco","Department of Computer Science, LabSIV, Faculty of Science, Ibn Zohr University, Agadir, Morocco"],"affiliations":[{"raw_affiliation_string":"Ibn Zohr University,LabSIV, Faculty of Science,Department of Computer Science,Agadir,Morocco","institution_ids":["https://openalex.org/I4210088687"]},{"raw_affiliation_string":"Department of Computer Science, LabSIV, Faculty of Science, Ibn Zohr University, Agadir, 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":[{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]}],"countries":["FR","MA"],"is_corresponding":false,"raw_author_name":"Mohamed El Ansari","raw_affiliation_strings":["Moulay Ismail University,Faculty of Sciences,Computer Science Department,Meknes","Computer Science Department, Faculty of Sciences, Moulay Ismail University, Meknes"],"affiliations":[{"raw_affiliation_string":"Moulay Ismail University,Faculty of Sciences,Computer Science Department,Meknes","institution_ids":["https://openalex.org/I4210153608"]},{"raw_affiliation_string":"Computer Science Department, Faculty of Sciences, Moulay Ismail University, Meknes","institution_ids":["https://openalex.org/I4210156583"]}]},{"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":["Ibn Zohr University,LabSIV, Faculty of Science,Department of Computer Science,Agadir,Morocco","Department of Computer Science, LabSIV, Faculty of Science, Ibn Zohr University, Agadir, Morocco"],"affiliations":[{"raw_affiliation_string":"Ibn Zohr University,LabSIV, Faculty of Science,Department of Computer Science,Agadir,Morocco","institution_ids":["https://openalex.org/I4210088687"]},{"raw_affiliation_string":"Department of Computer Science, LabSIV, Faculty of Science, Ibn Zohr University, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"last","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":["Ibn Zohr University,LabSIV, Faculty of Science,Department of Computer Science,Agadir,Morocco","Department of Computer Science, LabSIV, Faculty of Science, Ibn Zohr University, Agadir, Morocco"],"affiliations":[{"raw_affiliation_string":"Ibn Zohr University,LabSIV, Faculty of Science,Department of Computer Science,Agadir,Morocco","institution_ids":["https://openalex.org/I4210088687"]},{"raw_affiliation_string":"Department of Computer Science, LabSIV, Faculty of Science, Ibn Zohr University, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5074847373"],"corresponding_institution_ids":["https://openalex.org/I4210088687"],"apc_list":null,"apc_paid":null,"fwci":4.2233,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.95392633,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9648000001907349,"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/capsule-endoscopy","display_name":"Capsule endoscopy","score":0.8480652570724487},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.7574368715286255},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7366890907287598},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6963825225830078},{"id":"https://openalex.org/keywords/gastrointestinal-tract","display_name":"Gastrointestinal tract","score":0.6395480632781982},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6140425801277161},{"id":"https://openalex.org/keywords/digestive-tract","display_name":"Digestive tract","score":0.479756236076355},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3418186902999878},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3295326828956604},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.24267327785491943},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1173073947429657}],"concepts":[{"id":"https://openalex.org/C2777333622","wikidata":"https://www.wikidata.org/wiki/Q116753","display_name":"Capsule endoscopy","level":2,"score":0.8480652570724487},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.7574368715286255},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7366890907287598},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6963825225830078},{"id":"https://openalex.org/C2780512811","wikidata":"https://www.wikidata.org/wiki/Q11829360","display_name":"Gastrointestinal tract","level":2,"score":0.6395480632781982},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6140425801277161},{"id":"https://openalex.org/C2992581678","wikidata":"https://www.wikidata.org/wiki/Q11829360","display_name":"Digestive tract","level":2,"score":0.479756236076355},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3418186902999878},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3295326828956604},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.24267327785491943},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1173073947429657}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wincom55661.2022.9966474","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wincom55661.2022.9966474","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 9th International Conference on Wireless Networks and Mobile Communications (WINCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.6800000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1539580971","https://openalex.org/W1993904149","https://openalex.org/W1999860606","https://openalex.org/W2025956883","https://openalex.org/W2059601357","https://openalex.org/W2097117768","https://openalex.org/W2108598243","https://openalex.org/W2143421424","https://openalex.org/W2194775991","https://openalex.org/W2290355700","https://openalex.org/W2322131532","https://openalex.org/W2584038571","https://openalex.org/W2594656827","https://openalex.org/W2691395254","https://openalex.org/W2765793020","https://openalex.org/W2806476434","https://openalex.org/W2911440706","https://openalex.org/W2963881378","https://openalex.org/W2969790209","https://openalex.org/W2991153448","https://openalex.org/W2997781171","https://openalex.org/W3103862715","https://openalex.org/W3112162693","https://openalex.org/W3137695444","https://openalex.org/W3164631742","https://openalex.org/W3196792983","https://openalex.org/W4210884713","https://openalex.org/W4214851542","https://openalex.org/W4297775537","https://openalex.org/W6737664043","https://openalex.org/W6808018743"],"related_works":["https://openalex.org/W4206357785","https://openalex.org/W3192840557","https://openalex.org/W4281381188","https://openalex.org/W2951211570","https://openalex.org/W4375928479","https://openalex.org/W3167935049","https://openalex.org/W3023427754","https://openalex.org/W3131673289","https://openalex.org/W3198847674","https://openalex.org/W3096913503"],"abstract_inverted_index":{"Wireless":[0],"capsule":[1,23],"endoscopy":[2],"(WCE)":[3],"is":[4,62,100,110,125],"a":[5,19,22,32,53,96],"non-surgical":[6],"diagnostic":[7],"procedure":[8],"enabling":[9],"the":[10,13,27,82,130],"examination":[11],"of":[12,37,49,79,141],"whole":[14],"human":[15,28],"gastrointestinal":[16,58,83,103,142],"tract.":[17],"Thus,":[18],"patient":[20],"swallows":[21],"that":[24,39],"travels":[25],"down":[26],"digestive":[29],"system":[30],"and":[31,60,68,77,90,127],"camera":[33],"captures":[34],"wirelessly":[35],"thousands":[36],"images":[38,51],"are":[40],"transmitted":[41],"to":[42,73,115],"an":[43],"external":[44],"recording":[45],"device.":[46],"The":[47,106,122],"diagnosis":[48,76],"these":[50],"need":[52],"specialist":[54],"who":[55],"can":[56],"identify":[57],"abnormalities":[59],"it":[61],"very":[63],"time-consuming.":[64],"Recently,":[65],"artificial":[66],"intelligence":[67],"deep":[69,97,117],"learning":[70,98,114],"techniques":[71],"aim":[72],"automate":[74],"disease":[75,104],"identi-fication":[78],"tumors":[80],"in":[81],"tract":[84],"(GI)":[85],"such":[86],"as":[87],"polyps,":[88],"ulcers":[89],"bleeding,":[91],"etc.":[92],"In":[93],"this":[94],"paper,":[95],"method":[99],"proposed":[101,123],"for":[102],"classification.":[105],"pre-trained":[107],"model":[108],"ResNetSO":[109],"fine-tuned":[111],"through":[112],"transfer":[113],"extract":[116],"features":[118],"from":[119],"WCE":[120],"images.":[121],"algorithm":[124],"trained":[126],"tested":[128],"on":[129],"publicly":[131],"available":[132],"dataset":[133],"k-vasir":[134],"capsule,":[135],"which":[136],"contains":[137],"14":[138],"different":[139],"classes":[140],"anomalies.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}