{"id":"https://openalex.org/W2755546405","doi":"https://doi.org/10.1109/embc.2017.8037526","title":"Gastrointestinal bleeding detection in wireless capsule endoscopy images using handcrafted and CNN features","display_name":"Gastrointestinal bleeding detection in wireless capsule endoscopy images using handcrafted and CNN features","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2755546405","doi":"https://doi.org/10.1109/embc.2017.8037526","mag":"2755546405","pmid":"https://pubmed.ncbi.nlm.nih.gov/29060567"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2017.8037526","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037526","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5101517159","display_name":"Xiao Jia","orcid":"https://orcid.org/0000-0002-9426-0051"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiao Jia","raw_affiliation_strings":["Department of Electronic Engineering, The Chinese University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, The Chinese University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021531143","display_name":"Max Q.\u2010H. Meng","orcid":"https://orcid.org/0000-0002-5255-5898"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Max Q.-H. Meng","raw_affiliation_strings":["Department of Electronic Engineering, The Chinese University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, The Chinese University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101517159"],"corresponding_institution_ids":["https://openalex.org/I177725633"],"apc_list":null,"apc_paid":null,"fwci":4.9247,"has_fulltext":false,"cited_by_count":66,"citation_normalized_percentile":{"value":0.95647762,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"2017","issue":null,"first_page":"3154","last_page":"3157"},"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":0.9557999968528748,"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/T12707","display_name":"Vehicle License Plate Recognition","score":0.9156000018119812,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/capsule-endoscopy","display_name":"Capsule endoscopy","score":0.8747525215148926},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8154869079589844},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7641169428825378},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6123062372207642},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5139457583427429},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.491643488407135},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.47300153970718384},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4485732316970825},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.12811121344566345},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10760539770126343},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07596710324287415}],"concepts":[{"id":"https://openalex.org/C2777333622","wikidata":"https://www.wikidata.org/wiki/Q116753","display_name":"Capsule endoscopy","level":2,"score":0.8747525215148926},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8154869079589844},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7641169428825378},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6123062372207642},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5139457583427429},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.491643488407135},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.47300153970718384},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4485732316970825},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.12811121344566345},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10760539770126343},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07596710324287415}],"mesh":[{"descriptor_ui":"D006471","descriptor_name":"Gastrointestinal Hemorrhage","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006471","descriptor_name":"Gastrointestinal Hemorrhage","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006471","descriptor_name":"Gastrointestinal Hemorrhage","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016099","descriptor_name":"Endoscopy, Gastrointestinal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016099","descriptor_name":"Endoscopy, Gastrointestinal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016099","descriptor_name":"Endoscopy, Gastrointestinal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D053704","descriptor_name":"Capsule Endoscopy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D053704","descriptor_name":"Capsule Endoscopy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D053704","descriptor_name":"Capsule Endoscopy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2017.8037526","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037526","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:29060567","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29060567","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1515040869","https://openalex.org/W1553399577","https://openalex.org/W1849277567","https://openalex.org/W1993527699","https://openalex.org/W1995517024","https://openalex.org/W1996498812","https://openalex.org/W2047527513","https://openalex.org/W2060960847","https://openalex.org/W2103061399","https://openalex.org/W2155893237","https://openalex.org/W2161160262","https://openalex.org/W2163605009","https://openalex.org/W2163611605","https://openalex.org/W2533853894","https://openalex.org/W2563093737","https://openalex.org/W6639204139","https://openalex.org/W6684191040"],"related_works":["https://openalex.org/W2609695940","https://openalex.org/W2608489025","https://openalex.org/W182326524","https://openalex.org/W2316510287","https://openalex.org/W2412302037","https://openalex.org/W2671563698","https://openalex.org/W4226493464","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983"],"abstract_inverted_index":{"Gastrointestinal":[0],"(GI)":[1],"bleeding":[2,24],"detection":[3,25],"plays":[4],"an":[5],"essential":[6],"role":[7],"in":[8],"wireless":[9],"capsule":[10],"endoscopy":[11],"(WCE)":[12],"examination.":[13],"In":[14,53],"this":[15],"paper,":[16],"we":[17,55],"present":[18],"a":[19,42],"new":[20],"approach":[21],"for":[22],"WCE":[23],"that":[26,57],"combines":[27],"handcrafted":[28],"(HC)":[29],"features":[30],"and":[31,69],"convolutional":[32],"neural":[33],"network":[34],"(CNN)":[35],"features.":[36],"Compared":[37],"with":[38],"our":[39],"previous":[40],"work,":[41],"smaller-scale":[43],"CNN":[44],"architecture":[45],"is":[46,61,67],"constructed":[47],"to":[48],"lower":[49],"the":[50,58,76],"computational":[51],"cost.":[52],"experiments,":[54],"show":[56],"proposed":[59],"strategy":[60],"highly":[62],"capable":[63],"when":[64],"training":[65],"data":[66],"limited,":[68],"yields":[70],"comparable":[71],"or":[72],"better":[73],"results":[74],"than":[75],"latest":[77],"methods.":[78]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":3}],"updated_date":"2026-03-03T08:47:05.690250","created_date":"2025-10-10T00:00:00"}
