{"id":"https://openalex.org/W2396727586","doi":"https://doi.org/10.3233/978-1-61499-022-2-559","title":"A Decision Fusion Strategy for Polyp Detection in Capsule Endoscopy","display_name":"A Decision Fusion Strategy for Polyp Detection in Capsule Endoscopy","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2396727586","doi":"https://doi.org/10.3233/978-1-61499-022-2-559","mag":"2396727586","pmid":"https://pubmed.ncbi.nlm.nih.gov/22357058"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-022-2-559","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-022-2-559","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"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/A5086649532","display_name":"Qian Zhao","orcid":"https://orcid.org/0000-0002-3758-237X"},"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":"Zhao Qian","raw_affiliation_strings":["Department of Electronic Engineering, The Chinese University of Hong Kong. qzhao@ee.cuhk.edu.hk"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, The Chinese University of Hong Kong. qzhao@ee.cuhk.edu.hk","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019678358","display_name":"Themistocles Dassopoulos","orcid":"https://orcid.org/0000-0003-2968-0321"},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dassopoulos Themistocles","raw_affiliation_strings":["Washington University St. Louis"],"affiliations":[{"raw_affiliation_string":"Washington University St. Louis","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034355713","display_name":"Gerard E. Mullin","orcid":"https://orcid.org/0000-0001-5317-6788"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mullin Gerard E.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","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":"Meng Max Q.-H.","raw_affiliation_strings":["Chinese University of Hong Kong"],"affiliations":[{"raw_affiliation_string":"Chinese University of Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083548267","display_name":"Rajesh Kumar Dhanaraj","orcid":"https://orcid.org/0000-0002-2038-7359"},"institutions":[{"id":"https://openalex.org/I6059380","display_name":"University of Baltimore","ror":"https://ror.org/024gw2733","country_code":"US","type":"education","lineage":["https://openalex.org/I6059380"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kumar Rajesh","raw_affiliation_strings":["Jonh Hopkins University"],"affiliations":[{"raw_affiliation_string":"Jonh Hopkins University","institution_ids":["https://openalex.org/I6059380"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5086649532"],"corresponding_institution_ids":["https://openalex.org/I177725633"],"apc_list":null,"apc_paid":null,"fwci":8.6125,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.97938144,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"173","issue":null,"first_page":"559","last_page":"65"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.9994000196456909,"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":0.9994000196456909,"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":0.8933552503585815},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6838342547416687},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6309647560119629},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6136910915374756},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5266844034194946},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"Computer-aided diagnosis","score":0.43454378843307495},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37335091829299927},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.272948294878006},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.195505291223526}],"concepts":[{"id":"https://openalex.org/C2777333622","wikidata":"https://www.wikidata.org/wiki/Q116753","display_name":"Capsule endoscopy","level":2,"score":0.8933552503585815},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6838342547416687},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6309647560119629},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6136910915374756},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5266844034194946},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.43454378843307495},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37335091829299927},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.272948294878006},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.195505291223526}],"mesh":[{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","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":"D011127","descriptor_name":"Polyps","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D011127","descriptor_name":"Polyps","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D011127","descriptor_name":"Polyps","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D053704","descriptor_name":"Capsule Endoscopy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D053704","descriptor_name":"Capsule Endoscopy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D053704","descriptor_name":"Capsule Endoscopy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-022-2-559","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-022-2-559","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:22357058","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22357058","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":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8899999856948853,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"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/W3024603824","https://openalex.org/W4388517563","https://openalex.org/W2440623997","https://openalex.org/W2728546855"],"abstract_inverted_index":{"Wireless":[0],"capsule":[1],"endoscopy":[2],"(CE)":[3],"is":[4],"now":[5],"routinely":[6],"used":[7],"for":[8],"non-invasive":[9],"diagnosis":[10,55],"of":[11,21,66],"small":[12,60],"bowel":[13,61],"diseases.":[14],"But,":[15],"it":[16],"still":[17],"requires":[18],"manual":[19],"assessment":[20],"the":[22],"approximately":[23],"50,000":[24],"study":[25],"images.":[26],"Literature":[27],"has":[28],"recently":[29],"investigated":[30,69],"automated":[31],"methods":[32],"to":[33,42,58],"detect":[34,59],"and":[35,46,78,95],"analyze":[36],"various":[37],"anomalies":[38],"in":[39],"CE":[40,89],"images":[41,90],"improve":[43],"reading":[44],"efficiency":[45],"reduce":[47],"variability.":[48],"We":[49],"propose":[50],"such":[51],"a":[52,97],"computer":[53],"aided":[54],"(CAD)":[56],"approach":[57],"polyps.":[62],"For":[63],"supervised":[64],"classification":[65,99],"polyps,":[67],"we":[68],"fusing":[70],"multiple":[71],"statistical":[72],"classifiers":[73,94],"based":[74],"on":[75],"color,":[76],"texture":[77],"edge":[79],"features.":[80],"The":[81],"combined":[82],"boosted":[83],"classifier":[84],"when":[85],"evaluated":[86],"using":[87],"1200":[88],"outperformed":[91],"all":[92],"individual":[93],"achieved":[96],"~90%":[98],"accuracy.":[100]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
