{"id":"https://openalex.org/W2335290485","doi":"https://doi.org/10.1109/embc.2014.6944669","title":"An automatic bleeding detection scheme in wireless capsule endoscopy based on histogram of an RGB-indexed image","display_name":"An automatic bleeding detection scheme in wireless capsule endoscopy based on histogram of an RGB-indexed image","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W2335290485","doi":"https://doi.org/10.1109/embc.2014.6944669","mag":"2335290485","pmid":"https://pubmed.ncbi.nlm.nih.gov/25571037"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2014.6944669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2014.6944669","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society","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/A5078851512","display_name":"Tonmoy Ghosh","orcid":"https://orcid.org/0000-0003-1460-2267"},"institutions":[{"id":"https://openalex.org/I183697816","display_name":"Bangladesh University of Engineering and Technology","ror":"https://ror.org/05a1qpv97","country_code":"BD","type":"education","lineage":["https://openalex.org/I183697816"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"T. Ghosh","raw_affiliation_strings":["Bangladesh University of Engineering and Technology, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bangladesh University of Engineering and Technology, Bangladesh","institution_ids":["https://openalex.org/I183697816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074606314","display_name":"Shaikh Anowarul Fattah","orcid":"https://orcid.org/0000-0001-8090-2327"},"institutions":[{"id":"https://openalex.org/I183697816","display_name":"Bangladesh University of Engineering and Technology","ror":"https://ror.org/05a1qpv97","country_code":"BD","type":"education","lineage":["https://openalex.org/I183697816"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"S. A. Fattah","raw_affiliation_strings":["Bangladesh University of Engineering and Technology, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bangladesh University of Engineering and Technology, Bangladesh","institution_ids":["https://openalex.org/I183697816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028676188","display_name":"Celia Shahnaz","orcid":"https://orcid.org/0000-0002-8660-0335"},"institutions":[{"id":"https://openalex.org/I183697816","display_name":"Bangladesh University of Engineering and Technology","ror":"https://ror.org/05a1qpv97","country_code":"BD","type":"education","lineage":["https://openalex.org/I183697816"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"C. Shahnaz","raw_affiliation_strings":["Bangladesh University of Engineering and Technology, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bangladesh University of Engineering and Technology, Bangladesh","institution_ids":["https://openalex.org/I183697816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089274119","display_name":"Khan A. Wahid","orcid":"https://orcid.org/0000-0003-0125-9789"},"institutions":[{"id":"https://openalex.org/I32625721","display_name":"University of Saskatchewan","ror":"https://ror.org/010x8gc63","country_code":"CA","type":"education","lineage":["https://openalex.org/I32625721"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"K. A. Wahid","raw_affiliation_strings":["University of Saskatchewan, Saskatchewan, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Saskatchewan, Saskatchewan, Canada","institution_ids":["https://openalex.org/I32625721"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.2155,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.87436333,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"2014","issue":null,"first_page":"4683","last_page":"4686"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.9998999834060669,"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":0.9998999834060669,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/capsule-endoscopy","display_name":"Capsule endoscopy","score":0.8380643129348755},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7598468661308289},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6717938184738159},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6568558216094971},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.6440677046775818},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.6071105003356934},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5756567120552063},{"id":"https://openalex.org/keywords/color-histogram","display_name":"Color histogram","score":0.51749587059021},{"id":"https://openalex.org/keywords/color-space","display_name":"Color space","score":0.507115364074707},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.44023895263671875},{"id":"https://openalex.org/keywords/rgb-color-space","display_name":"RGB color space","score":0.41386738419532776},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3571365177631378},{"id":"https://openalex.org/keywords/color-image","display_name":"Color image","score":0.35105010867118835},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.29420703649520874},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.24998384714126587},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22942832112312317},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.13581028580665588}],"concepts":[{"id":"https://openalex.org/C2777333622","wikidata":"https://www.wikidata.org/wiki/Q116753","display_name":"Capsule endoscopy","level":2,"score":0.8380643129348755},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7598468661308289},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6717938184738159},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6568558216094971},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.6440677046775818},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.6071105003356934},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5756567120552063},{"id":"https://openalex.org/C12043971","wikidata":"https://www.wikidata.org/wiki/Q2636542","display_name":"Color histogram","level":5,"score":0.51749587059021},{"id":"https://openalex.org/C2961294","wikidata":"https://www.wikidata.org/wiki/Q166863","display_name":"Color space","level":3,"score":0.507115364074707},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.44023895263671875},{"id":"https://openalex.org/C84216515","wikidata":"https://www.wikidata.org/wiki/Q375677","display_name":"RGB color space","level":5,"score":0.41386738419532776},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3571365177631378},{"id":"https://openalex.org/C142616399","wikidata":"https://www.wikidata.org/wiki/Q5148604","display_name":"Color image","level":4,"score":0.35105010867118835},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.29420703649520874},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.24998384714126587},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22942832112312317},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.13581028580665588}],"mesh":[{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006471","descriptor_name":"Gastrointestinal Hemorrhage","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D006471","descriptor_name":"Gastrointestinal Hemorrhage","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D006471","descriptor_name":"Gastrointestinal Hemorrhage","qualifier_ui":"Q000175","qualifier_name":"diagnosis","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D053704","descriptor_name":"Capsule Endoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D053704","descriptor_name":"Capsule Endoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D053704","descriptor_name":"Capsule Endoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2014.6944669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2014.6944669","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society","raw_type":"proceedings-article"},{"id":"pmid:25571037","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25571037","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":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1650175677","https://openalex.org/W1963531422","https://openalex.org/W1964488763","https://openalex.org/W2009349908","https://openalex.org/W2030761000","https://openalex.org/W2031513485","https://openalex.org/W2073547650","https://openalex.org/W2081338131","https://openalex.org/W2106279103","https://openalex.org/W2142796063","https://openalex.org/W2166699357","https://openalex.org/W2988053753","https://openalex.org/W4206519171","https://openalex.org/W7027716524"],"related_works":["https://openalex.org/W2120904863","https://openalex.org/W2076371382","https://openalex.org/W2407615025","https://openalex.org/W301614921","https://openalex.org/W2404548701","https://openalex.org/W1981206111","https://openalex.org/W2294493990","https://openalex.org/W2589042415","https://openalex.org/W2355820532","https://openalex.org/W2382864128"],"abstract_inverted_index":{"Wireless":[0],"capsule":[1],"endoscopy":[2],"(WCE)":[3],"is":[4,34,54,78,90,111],"one":[5],"of":[6,23,26,58,65,70],"the":[7,114],"most":[8],"effective":[9],"technologies":[10],"to":[11,39,92],"diagnose":[12],"gastrointestinal":[13],"(GI)":[14],"diseases,":[15],"such":[16],"as":[17],"bleeding":[18,50,94,120],"in":[19,42],"GI":[20],"tract.":[21],"Because":[22],"long":[24],"duration":[25],"WCE":[27,99,107],"video":[28,108],"containing":[29],"large":[30],"number":[31],"images,":[32],"it":[33,110],"a":[35],"burden":[36],"for":[37],"clinician":[38],"detect":[40,93,119],"diseases":[41],"real":[43,105],"time.":[44],"In":[45],"this":[46],"paper,":[47],"an":[48,59],"automatic":[49],"image":[51,61,82],"detection":[52],"method":[53,116],"proposed":[55,115],"utilizing":[56],"construction":[57],"index":[60,81],"incorporating":[62],"certain":[63],"level":[64],"information":[66],"from":[67,80,98],"each":[68],"plane":[69],"RGB":[71],"color":[72,75],"space.":[73],"Distinguishable":[74],"texture":[76],"feature":[77],"developed":[79],"by":[83],"histogram.":[84],"Support":[85],"vector":[86],"machine":[87],"(SVM)":[88],"classifier":[89],"employed":[91],"and":[95,125],"non-bleeding":[96],"images":[97,121],"videos.":[100],"From":[101],"extensive":[102],"experimentation":[103],"on":[104],"time":[106],"recordings,":[109],"found":[112],"that":[113],"can":[117],"accurately":[118],"with":[122],"high":[123],"sensitivity":[124],"specificity.":[126]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
