{"id":"https://openalex.org/W4293093897","doi":"https://doi.org/10.1109/tsp55681.2022.9851383","title":"Deep Learning Based Gastro Intestinal Disease Analysis Using Wireless Capsule Endoscopy Images","display_name":"Deep Learning Based Gastro Intestinal Disease Analysis Using Wireless Capsule Endoscopy Images","publication_year":2022,"publication_date":"2022-07-13","ids":{"openalex":"https://openalex.org/W4293093897","doi":"https://doi.org/10.1109/tsp55681.2022.9851383"},"language":"en","primary_location":{"id":"doi:10.1109/tsp55681.2022.9851383","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp55681.2022.9851383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 45th International Conference on Telecommunications and Signal Processing (TSP)","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/A5018882115","display_name":"Animesh Malviya","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Animesh Malviya","raw_affiliation_strings":["Center for Advanced Studies,Department of Computer Science and Engineering,Lucknow,India","Department of Computer Science and Engineering, Center for Advanced Studies, Lucknow, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Advanced Studies,Department of Computer Science and Engineering,Lucknow,India","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Center for Advanced Studies, Lucknow, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089147507","display_name":"Neha Sengar","orcid":"https://orcid.org/0000-0002-0883-7062"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Neha Sengar","raw_affiliation_strings":["Center for Advanced Studies,Department of Computer Science and Engineering,Lucknow,India","Department of Computer Science and Engineering, Center for Advanced Studies, Lucknow, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Advanced Studies,Department of Computer Science and Engineering,Lucknow,India","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Center for Advanced Studies, Lucknow, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038343229","display_name":"Malay Kishore Dutta","orcid":"https://orcid.org/0000-0003-2462-737X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Malay Kishore Dutta","raw_affiliation_strings":["Center for Advanced Studies,Department of Computer Science and Engineering,Lucknow,India","Department of Computer Science and Engineering, Center for Advanced Studies, Lucknow, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Advanced Studies,Department of Computer Science and Engineering,Lucknow,India","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Center for Advanced Studies, Lucknow, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036042625","display_name":"Radim B\u00fcrget","orcid":"https://orcid.org/0000-0003-1849-5390"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Radim Burget","raw_affiliation_strings":["Brno University of Technology,Faculty of Electrical Engineering and Communication,Department of Telecommunications,Brno,Czechia","Department of Telecommunications, Faculty of Electrical Engineering and Communication, Brno University of Technology, Brno, Czechia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brno University of Technology,Faculty of Electrical Engineering and Communication,Department of Telecommunications,Brno,Czechia","institution_ids":["https://openalex.org/I60587646"]},{"raw_affiliation_string":"Department of Telecommunications, Faculty of Electrical Engineering and Communication, Brno University of Technology, Brno, Czechia","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030796738","display_name":"Vojt\u011bch My\u0161ka","orcid":"https://orcid.org/0000-0002-9364-2330"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Vojtech Myska","raw_affiliation_strings":["Brno University of Technology,Faculty of Electrical Engineering and Communication,Department of Telecommunications,Brno,Czechia","Department of Telecommunications, Faculty of Electrical Engineering and Communication, Brno University of Technology, Brno, Czechia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brno University of Technology,Faculty of Electrical Engineering and Communication,Department of Telecommunications,Brno,Czechia","institution_ids":["https://openalex.org/I60587646"]},{"raw_affiliation_string":"Department of Telecommunications, Faculty of Electrical Engineering and Communication, Brno University of Technology, Brno, Czechia","institution_ids":["https://openalex.org/I60587646"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6576,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.67944768,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"221","last_page":"225"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.9965000152587891,"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":0.9965000152587891,"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/T10696","display_name":"Gastric Cancer Management and Outcomes","score":0.9474999904632568,"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":0.745518684387207},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7418457269668579},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6907497644424438},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.66407710313797},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.621924877166748},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.5751513838768005},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5276286005973816},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5245033502578735},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.49345603585243225},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4784924387931824},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.43489906191825867},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4336537718772888},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4222908020019531},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4081951975822449},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.37284812331199646},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.11325794458389282},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.10380503535270691}],"concepts":[{"id":"https://openalex.org/C2777333622","wikidata":"https://www.wikidata.org/wiki/Q116753","display_name":"Capsule endoscopy","level":2,"score":0.745518684387207},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7418457269668579},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6907497644424438},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.66407710313797},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.621924877166748},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.5751513838768005},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5276286005973816},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5245033502578735},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.49345603585243225},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4784924387931824},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.43489906191825867},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4336537718772888},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4222908020019531},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4081951975822449},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.37284812331199646},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.11325794458389282},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.10380503535270691},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsp55681.2022.9851383","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp55681.2022.9851383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 45th International Conference on Telecommunications and Signal Processing (TSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G5794300582","display_name":null,"funder_award_id":"FW03010273","funder_id":"https://openalex.org/F4320315323","funder_display_name":"Technology Agency of the Czech Republic"}],"funders":[{"id":"https://openalex.org/F4320315323","display_name":"Technology Agency of the Czech Republic","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W259157601","https://openalex.org/W4205463238","https://openalex.org/W2609695940","https://openalex.org/W2608489025","https://openalex.org/W182326524","https://openalex.org/W2761785940","https://openalex.org/W2129933262"],"abstract_inverted_index":{"Accurate":[0],"detection":[1],"of":[2,53,98],"gastrointestinal":[3,37],"illnesses":[4],"is":[5,17,32,43,69,85,114],"decisive":[6],"for":[7,34],"early":[8],"cancer":[9],"diagnosis":[10],"and":[11,19,27,120,138],"its":[12],"treatment.":[13],"However,":[14],"manual":[15],"analysis":[16],"time-consuming":[18],"requires":[20],"a":[21],"professional":[22],"gastroenterologist.":[23],"An":[24],"efficient,":[25],"robust":[26],"light-weight":[28],"multi-class":[29],"classification":[30,80,100],"framework":[31,84],"proposed":[33,83,127],"screening":[35],"different":[36],"diseases.":[38],"A":[39],"shallow":[40],"neural":[41],"network":[42,68,103,128],"developed":[44,112],"that":[45],"can":[46],"extract":[47],"the":[48,61,77,88,92,96,99,130],"discriminative":[49],"features":[50],"by":[51],"convolution":[52],"wireless":[54],"capsule":[55],"endoscopy":[56],"(WCE)":[57],"image":[58,107],"even":[59],"though":[60],"diseased":[62],"images":[63],"share":[64],"common":[65],"patterns.":[66],"The":[67,82,102,111,126],"optimised":[70,79],"with":[71,108,116],"various":[72],"optimisation":[73],"techniques":[74],"to":[75,94,122,132],"get":[76],"most":[78],"network.":[81,101],"capableof":[86],"handling":[87],"challenges":[89],"present":[90],"in":[91,135],"dataset":[93],"improve":[95],"efficacy":[97],"diagnoses":[104],"unseen":[105],"WCE":[106],"90%":[109],"accuracy.":[110],"architecture":[113],"compared":[115],"other":[117],"state-of-the-art":[118],"networks":[119],"found":[121],"be":[123],"highly":[124],"efficient.":[125],"has":[129],"potential":[131],"perform":[133],"better":[134],"limited":[136],"computation":[137],"resource":[139],"requirements.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
