{"id":"https://openalex.org/W4290671771","doi":"https://doi.org/10.1080/09540091.2022.2085665","title":"RACNet: risk assessment Net of cervical lesions in colposcopic images","display_name":"RACNet: risk assessment Net of cervical lesions in colposcopic images","publication_year":2022,"publication_date":"2022-08-08","ids":{"openalex":"https://openalex.org/W4290671771","doi":"https://doi.org/10.1080/09540091.2022.2085665"},"language":"en","primary_location":{"id":"doi:10.1080/09540091.2022.2085665","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540091.2022.2085665","pdf_url":null,"source":{"id":"https://openalex.org/S4210188800","display_name":"Connection Science","issn_l":"0954-0091","issn":["0954-0091","1360-0494"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1080/09540091.2022.2085665","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050486660","display_name":"Tianxiang Xu","orcid":"https://orcid.org/0000-0003-0759-6866"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianxiang Xu","raw_affiliation_strings":["College of Engineering, Huaqiao University, Quanzhou, People\u2019s Republic of China","College of Engineering, Huaqiao University, Quanzhou, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0003-0759-6866","affiliations":[{"raw_affiliation_string":"College of Engineering, Huaqiao University, Quanzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I119045251"]},{"raw_affiliation_string":"College of Engineering, Huaqiao University, Quanzhou, People's Republic of China","institution_ids":["https://openalex.org/I119045251"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039456723","display_name":"Peizhong Liu","orcid":"https://orcid.org/0000-0001-8785-0195"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peizhong Liu","raw_affiliation_strings":["College of Engineering, Huaqiao University, Quanzhou, People\u2019s Republic of China","College of Engineering, Huaqiao University, Quanzhou, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0001-8785-0195","affiliations":[{"raw_affiliation_string":"College of Engineering, Huaqiao University, Quanzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I119045251"]},{"raw_affiliation_string":"College of Engineering, Huaqiao University, Quanzhou, People's Republic of China","institution_ids":["https://openalex.org/I119045251"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100435558","display_name":"Ping Li","orcid":"https://orcid.org/0000-0003-0332-867X"},"institutions":[{"id":"https://openalex.org/I129708740","display_name":"Fujian Medical University","ror":"https://ror.org/050s6ns64","country_code":"CN","type":"education","lineage":["https://openalex.org/I129708740"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Li","raw_affiliation_strings":["Department of Gynecology and Obstetrics, Quanzhou First Hospital Affiliated to Fujian Medical University, Quanzhou, People\u2019s Republic of China","Department of Gynecology and Obstetrics, Quanzhou First Hospital Affiliated to Fujian Medical University, Quanzhou, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Gynecology and Obstetrics, Quanzhou First Hospital Affiliated to Fujian Medical University, Quanzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I129708740"]},{"raw_affiliation_string":"Department of Gynecology and Obstetrics, Quanzhou First Hospital Affiliated to Fujian Medical University, Quanzhou, People's Republic of China","institution_ids":["https://openalex.org/I129708740"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080807027","display_name":"Xiaoxia Wang","orcid":"https://orcid.org/0000-0002-7131-1792"},"institutions":[{"id":"https://openalex.org/I119045251","display_name":"Huaqiao University","ror":"https://ror.org/03frdh605","country_code":"CN","type":"education","lineage":["https://openalex.org/I119045251"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxia Wang","raw_affiliation_strings":["School of Medicine, Huaqiao University, Quanzhou, People\u2019s Republic of China","School of Medicine, Huaqiao University, Quanzhou, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0002-7131-1792","affiliations":[{"raw_affiliation_string":"School of Medicine, Huaqiao University, Quanzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I119045251"]},{"raw_affiliation_string":"School of Medicine, Huaqiao University, Quanzhou, People's Republic of China","institution_ids":["https://openalex.org/I119045251"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102956473","display_name":"Huifeng Xue","orcid":"https://orcid.org/0000-0001-8338-0296"},"institutions":[{"id":"https://openalex.org/I129708740","display_name":"Fujian Medical University","ror":"https://ror.org/050s6ns64","country_code":"CN","type":"education","lineage":["https://openalex.org/I129708740"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huifeng Xue","raw_affiliation_strings":["Department of Fujian Provincial Cervical Disease Diagnosis and Treatment Health Center, Fujian Maternity and Child Health Hospital, Affiliated Hospital of Fujian Medical University, Fuzhou, People\u2019s Republic of China","Department of Fujian Provincial Cervical Disease Diagnosis and Treatment Health Center, Fujian Maternity and Child Health Hospital, Affiliated Hospital of Fujian Medical University, Fuzhou, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Fujian Provincial Cervical Disease Diagnosis and Treatment Health Center, Fujian Maternity and Child Health Hospital, Affiliated Hospital of Fujian Medical University, Fuzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I129708740"]},{"raw_affiliation_string":"Department of Fujian Provincial Cervical Disease Diagnosis and Treatment Health Center, Fujian Maternity and Child Health Hospital, Affiliated Hospital of Fujian Medical University, Fuzhou, People's Republic of China","institution_ids":["https://openalex.org/I129708740"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089868194","display_name":"Jing-Ming Guo","orcid":"https://orcid.org/0000-0002-8041-6326"},"institutions":[{"id":"https://openalex.org/I154864474","display_name":"National Taiwan University of Science and Technology","ror":"https://ror.org/00q09pe49","country_code":"TW","type":"education","lineage":["https://openalex.org/I154864474"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"JingMing Guo","raw_affiliation_strings":["Department of Electrical Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Taiwan University of Science and Technology, Taipei, Taiwan","institution_ids":["https://openalex.org/I154864474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059509650","display_name":"Binhua Dong","orcid":"https://orcid.org/0000-0002-5086-0696"},"institutions":[{"id":"https://openalex.org/I129708740","display_name":"Fujian Medical University","ror":"https://ror.org/050s6ns64","country_code":"CN","type":"education","lineage":["https://openalex.org/I129708740"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Binhua Dong","raw_affiliation_strings":["Laboratory of Gynecologic Oncology, Fujian Provincial Maternity and Children\u2019s Hospital, Affiliated Hospital of Fujian Medical University, Fuzhou, People\u2019s Republic of China","Laboratory of Gynecologic Oncology, Fujian Provincial Maternity and Children's Hospital, Affiliated Hospital of Fujian Medical University, Fuzhou, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Gynecologic Oncology, Fujian Provincial Maternity and Children\u2019s Hospital, Affiliated Hospital of Fujian Medical University, Fuzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I129708740"]},{"raw_affiliation_string":"Laboratory of Gynecologic Oncology, Fujian Provincial Maternity and Children's Hospital, Affiliated Hospital of Fujian Medical University, Fuzhou, People's Republic of China","institution_ids":["https://openalex.org/I129708740"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056394671","display_name":"Pengming Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I129708740","display_name":"Fujian Medical University","ror":"https://ror.org/050s6ns64","country_code":"CN","type":"education","lineage":["https://openalex.org/I129708740"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Pengming Sun","raw_affiliation_strings":["Laboratory of Gynecologic Oncology, Fujian Provincial Maternity and Children\u2019s Hospital, Affiliated Hospital of Fujian Medical University, Fuzhou, People\u2019s Republic of China","Laboratory of Gynecologic Oncology, Fujian Provincial Maternity and Children's Hospital, Affiliated Hospital of Fujian Medical University, Fuzhou, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0002-5072-6091","affiliations":[{"raw_affiliation_string":"Laboratory of Gynecologic Oncology, Fujian Provincial Maternity and Children\u2019s Hospital, Affiliated Hospital of Fujian Medical University, Fuzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I129708740"]},{"raw_affiliation_string":"Laboratory of Gynecologic Oncology, Fujian Provincial Maternity and Children's Hospital, Affiliated Hospital of Fujian Medical University, Fuzhou, People's Republic of China","institution_ids":["https://openalex.org/I129708740"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5056394671"],"corresponding_institution_ids":["https://openalex.org/I129708740"],"apc_list":{"value":1270,"currency":"USD","value_usd":1270},"apc_paid":{"value":1270,"currency":"USD","value_usd":1270},"fwci":0.9407,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.74557639,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"34","issue":"1","first_page":"2139","last_page":"2157"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10146","display_name":"Cervical Cancer and HPV Research","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T10146","display_name":"Cervical Cancer and HPV Research","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/T10862","display_name":"AI in cancer detection","score":0.9509999752044678,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11374","display_name":"Cleft Lip and Palate Research","score":0.9264000058174133,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/colposcopy","display_name":"Colposcopy","score":0.9277588725090027},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.7208194732666016},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5234519839286804},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.4504106044769287},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42232874035835266},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2863069772720337},{"id":"https://openalex.org/keywords/cervical-cancer","display_name":"Cervical cancer","score":0.27858519554138184},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.0858672559261322},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.07873240113258362}],"concepts":[{"id":"https://openalex.org/C2776117191","wikidata":"https://www.wikidata.org/wiki/Q912741","display_name":"Colposcopy","level":4,"score":0.9277588725090027},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7208194732666016},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5234519839286804},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.4504106044769287},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42232874035835266},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2863069772720337},{"id":"https://openalex.org/C2778220009","wikidata":"https://www.wikidata.org/wiki/Q160105","display_name":"Cervical cancer","level":3,"score":0.27858519554138184},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0858672559261322},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.07873240113258362}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/09540091.2022.2085665","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540091.2022.2085665","pdf_url":null,"source":{"id":"https://openalex.org/S4210188800","display_name":"Connection Science","issn_l":"0954-0091","issn":["0954-0091","1360-0494"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2138eef8ebb7484892b58bac64a1b0b7","is_oa":false,"landing_page_url":"https://doaj.org/article/2138eef8ebb7484892b58bac64a1b0b7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Connection Science, Vol 34, Iss 1, Pp 2139-2157 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/09540091.2022.2085665","is_oa":true,"landing_page_url":"https://doi.org/10.1080/09540091.2022.2085665","pdf_url":null,"source":{"id":"https://openalex.org/S4210188800","display_name":"Connection Science","issn_l":"0954-0091","issn":["0954-0091","1360-0494"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Connection Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G5983767893","display_name":null,"funder_award_id":"2021J01408","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G6104927953","display_name":null,"funder_award_id":"2021J011394","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"}],"funders":[{"id":"https://openalex.org/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W35451206","https://openalex.org/W639708223","https://openalex.org/W1534508740","https://openalex.org/W1571883788","https://openalex.org/W1836465849","https://openalex.org/W1979319218","https://openalex.org/W2033140564","https://openalex.org/W2109255472","https://openalex.org/W2193145675","https://openalex.org/W2198697833","https://openalex.org/W2523506545","https://openalex.org/W2565639579","https://openalex.org/W2567289819","https://openalex.org/W2759162212","https://openalex.org/W2884561390","https://openalex.org/W2953197682","https://openalex.org/W2958087783","https://openalex.org/W2962766617","https://openalex.org/W2963446712","https://openalex.org/W2963857746","https://openalex.org/W2970055610","https://openalex.org/W2971403019","https://openalex.org/W2991221005","https://openalex.org/W2995885430","https://openalex.org/W2999417355","https://openalex.org/W3006609195","https://openalex.org/W3013739129","https://openalex.org/W3018757597","https://openalex.org/W3024746232","https://openalex.org/W3042011474","https://openalex.org/W3106250896","https://openalex.org/W3128646645","https://openalex.org/W3174422331","https://openalex.org/W3179877418","https://openalex.org/W3195174048","https://openalex.org/W3210710412","https://openalex.org/W4200126603","https://openalex.org/W4200357302","https://openalex.org/W4206235551","https://openalex.org/W4225488854","https://openalex.org/W4249809564"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W2586801360","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W1489783725"],"abstract_inverted_index":{"In":[0],"colposcopy-assisted":[1],"diagnosis,":[2],"the":[3,6,16,60,91,101,108,116,137],"difference":[4],"between":[5],"different":[7,67],"lesion":[8],"grades":[9],"of":[10,44,55,64,93,130,140],"colposcopic":[11,34,48],"images":[12,49],"is":[13,19,23,121,133],"small,":[14],"and":[15,62,105,149,153],"visual":[17],"similarity":[18],"high.":[20],"Therefore,":[21],"it":[22],"a":[24,39,72,83],"very":[25],"challenging":[26],"task":[27],"to":[28,89,123],"accurately":[29],"diagnose":[30],"cervical":[31,45],"lesions":[32,46,65,78],"through":[33,71],"images.":[35],"This":[36],"paper":[37,120],"proposes":[38],"new":[40],"risk":[41,94],"assessment":[42],"net":[43],"in":[47,66,118],"(RACNet).":[50],"The":[51,96,111],"RACNet":[52,97,117],"mainly":[53],"consists":[54],"two":[56],"parts.":[57],"At":[58],"first,":[59],"location":[61],"grade":[63],"scales":[68],"are":[69,79],"detected":[70],"multi-scale":[73],"detection":[74],"network.":[75],"Then,":[76],"these":[77],"classified":[80],"by":[81],"designing":[82],"multi-branch":[84],"convolutional":[85],"neural":[86],"network":[87],"(CNN)":[88],"improve":[90],"performance":[92],"assessment.":[95],"was":[98],"compared":[99],"with":[100,126,146],"most":[102],"advanced":[103],"methods":[104],"colposcopists":[106],"under":[107],"same":[109],"condition.":[110],"experimental":[112],"results":[113],"show":[114],"that":[115],"this":[119],"superior":[122],"other":[124],"methods,":[125],"an":[127],"accuracy":[128],"rate":[129],"84.5%,":[131],"which":[132],"15%":[134],"higher":[135],"than":[136],"average":[138],"level":[139],"colposcopists.":[141],"It":[142],"can":[143],"provide":[144],"clinicians":[145],"auxiliary":[147],"diagnosis":[148,152],"reduce":[150],"missed":[151],"misdiagnosis.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
