{"id":"https://openalex.org/W4402993177","doi":"https://doi.org/10.3233/faia240450","title":"Polyp Re-Identification System for Video Capsule Endoscopy Studies","display_name":"Polyp Re-Identification System for Video Capsule Endoscopy Studies","publication_year":2024,"publication_date":"2024-09-25","ids":{"openalex":"https://openalex.org/W4402993177","doi":"https://doi.org/10.3233/faia240450"},"language":"en","primary_location":{"id":"doi:10.3233/faia240450","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia240450","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://dx.doi.org/10.3233/faia240450","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051930219","display_name":"Pablo Laiz","orcid":"https://orcid.org/0000-0002-6035-8341"},"institutions":[{"id":"https://openalex.org/I4210110242","display_name":"Digital Science (United States)","ror":"https://ror.org/020h4b682","country_code":"US","type":"company","lineage":["https://openalex.org/I4210110242","https://openalex.org/I4210112888","https://openalex.org/I4210118830"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Pablo Laiz","raw_affiliation_strings":["GI Digital, Inc, New York, USA"],"affiliations":[{"raw_affiliation_string":"GI Digital, Inc, New York, USA","institution_ids":["https://openalex.org/I4210110242"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055261035","display_name":"Hagen Wenzek","orcid":"https://orcid.org/0000-0002-5395-4567"},"institutions":[{"id":"https://openalex.org/I4210110242","display_name":"Digital Science (United States)","ror":"https://ror.org/020h4b682","country_code":"US","type":"company","lineage":["https://openalex.org/I4210110242","https://openalex.org/I4210112888","https://openalex.org/I4210118830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hagen Wenzek","raw_affiliation_strings":["GI Digital, Inc, New York, USA"],"affiliations":[{"raw_affiliation_string":"GI Digital, Inc, New York, USA","institution_ids":["https://openalex.org/I4210110242"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5051930219"],"corresponding_institution_ids":["https://openalex.org/I4210110242"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.57758621,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11378","display_name":"Gastrointestinal Bleeding Diagnosis and Treatment","score":0.9564999938011169,"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":0.9564999938011169,"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/identification","display_name":"Identification (biology)","score":0.6333896517753601},{"id":"https://openalex.org/keywords/capsule-endoscopy","display_name":"Capsule endoscopy","score":0.6081995964050293},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5151199698448181},{"id":"https://openalex.org/keywords/capsule","display_name":"Capsule","score":0.4658321738243103},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4446582794189453},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44278237223625183},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.40036213397979736},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.3000587522983551},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.15326973795890808}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6333896517753601},{"id":"https://openalex.org/C2777333622","wikidata":"https://www.wikidata.org/wiki/Q116753","display_name":"Capsule endoscopy","level":2,"score":0.6081995964050293},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5151199698448181},{"id":"https://openalex.org/C2778778583","wikidata":"https://www.wikidata.org/wiki/Q147768","display_name":"Capsule","level":2,"score":0.4658321738243103},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4446582794189453},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44278237223625183},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.40036213397979736},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3000587522983551},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.15326973795890808},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia240450","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia240450","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia240450","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/faia240450","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[],"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/W3030044919","https://openalex.org/W3203912675","https://openalex.org/W2102642646","https://openalex.org/W2071480658","https://openalex.org/W4385703636","https://openalex.org/W1982519802","https://openalex.org/W2045020540","https://openalex.org/W98858044","https://openalex.org/W3030696307"],"abstract_inverted_index":{"This":[0,22],"paper":[1],"introduces":[2],"an":[3],"AI-based":[4],"system":[5,23,39,58,111],"designed":[6],"to":[7,44,102,134],"enhance":[8],"the":[9,25,31,37,50,78,85,94,109,120,126],"efficiency":[10],"of":[11,28,49,62,67,75,96,128],"early":[12],"polyp":[13],"detection":[14,95],"by":[15,98,124],"reviewing":[16],"video":[17],"capsule":[18],"endoscopy":[19],"(VCE)":[20],"studies.":[21],"avoids":[24],"repetitive":[26],"examination":[27],"frames":[29,46],"within":[30],"same":[32,51],"sequence.":[33],"To":[34],"achieve":[35],"this,":[36],"proposed":[38,110],"employs":[40],"a":[41,60,65,70,82],"re-identification":[42,79],"approach":[43],"detect":[45],"containing":[47],"polyps":[48,97,116],"location":[52],"without":[53],"additional":[54],"diagnostic":[55,138],"information.":[56],"The":[57],"achieves":[59],"precision":[61],"88.08%":[63],"and":[64],"sensitivity":[66],"74.07%,":[68],"with":[69],"low":[71],"false":[72],"positive":[73],"rate":[74],"0.12%":[76],"in":[77,100],"task.":[80],"Furthermore,":[81],"simulation":[83],"using":[84],"\u201dsuper":[86],"expert\u201d":[87],"metric":[88],"indicates":[89],"that":[90,108,131],"our":[91],"model":[92],"enhances":[93],"13.56%":[99],"comparison":[101],"existing":[103],"methods.":[104],"These":[105],"results":[106],"demonstrate":[107],"not":[112],"only":[113],"accurately":[114],"re-identifies":[115],"but":[117],"also":[118],"optimizes":[119],"VCE":[121],"review":[122],"process":[123],"reducing":[125],"number":[127],"similar":[129],"images":[130],"experts":[132],"need":[133],"examine,":[135],"thereby":[136],"enhancing":[137],"efficiency.":[139]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
