{"id":"https://openalex.org/W2766593621","doi":"https://doi.org/10.23919/fruct.2017.8071332","title":"Automated image analysis in multispectral system for cervical cancer diagnostic","display_name":"Automated image analysis in multispectral system for cervical cancer diagnostic","publication_year":2017,"publication_date":"2017-04-01","ids":{"openalex":"https://openalex.org/W2766593621","doi":"https://doi.org/10.23919/fruct.2017.8071332","mag":"2766593621"},"language":"en","primary_location":{"id":"doi:10.23919/fruct.2017.8071332","is_oa":false,"landing_page_url":"https://doi.org/10.23919/fruct.2017.8071332","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 20th Conference of Open Innovations Association (FRUCT)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","doaj"],"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/A5110672392","display_name":"\u041d. \u0410. \u041e\u0431\u0443\u0445\u043e\u0432\u0430","orcid":null},"institutions":[{"id":"https://openalex.org/I41518628","display_name":"Saint Petersburg State Electrotechnical University","ror":"https://ror.org/023bq8521","country_code":"RU","type":"education","lineage":["https://openalex.org/I41518628"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Natalia A. Obukhova","raw_affiliation_strings":["Saint Petersburg State Electro technical University, LETI, Saint-Petersburg, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Saint Petersburg State Electro technical University, LETI, Saint-Petersburg, Russia","institution_ids":["https://openalex.org/I41518628"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075325643","display_name":"Alexandr A. Motyko","orcid":null},"institutions":[{"id":"https://openalex.org/I41518628","display_name":"Saint Petersburg State Electrotechnical University","ror":"https://ror.org/023bq8521","country_code":"RU","type":"education","lineage":["https://openalex.org/I41518628"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexandr A. Motyko","raw_affiliation_strings":["Saint Petersburg State Electro technical University, LETI, Saint-Petersburg, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Saint Petersburg State Electro technical University, LETI, Saint-Petersburg, Russia","institution_ids":["https://openalex.org/I41518628"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102440484","display_name":"\u0423\u043a \u041a\u0430\u043d\u0433","orcid":null},"institutions":[{"id":"https://openalex.org/I196471810","display_name":"Korea Electrotechnology Research Institute","ror":"https://ror.org/03ctacd45","country_code":"KR","type":"nonprofit","lineage":["https://openalex.org/I196471810"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Uk Kang","raw_affiliation_strings":["Korean Electrotechnology Research Institute, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korean Electrotechnology Research Institute, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I196471810"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025050777","display_name":"Bae Soo-Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I196471810","display_name":"Korea Electrotechnology Research Institute","ror":"https://ror.org/03ctacd45","country_code":"KR","type":"nonprofit","lineage":["https://openalex.org/I196471810"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Soo-Jin Bae","raw_affiliation_strings":["Korean Electrotechnology Research Institute, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korean Electrotechnology Research Institute, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I196471810"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091198241","display_name":"Dae-Sic Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I196471810","display_name":"Korea Electrotechnology Research Institute","ror":"https://ror.org/03ctacd45","country_code":"KR","type":"nonprofit","lineage":["https://openalex.org/I196471810"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dae-Sic Lee","raw_affiliation_strings":["Korean Electrotechnology Research Institute, Seoul, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Korean Electrotechnology Research Institute, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I196471810"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"345","last_page":"351"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14134","display_name":"Medical and Biological Sciences","score":0.9811000227928162,"subfield":{"id":"https://openalex.org/subfields/2702","display_name":"Anatomy"},"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/T14134","display_name":"Medical and Biological Sciences","score":0.9811000227928162,"subfield":{"id":"https://openalex.org/subfields/2702","display_name":"Anatomy"},"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/multispectral-image","display_name":"Multispectral image","score":0.8049634695053101},{"id":"https://openalex.org/keywords/colposcopy","display_name":"Colposcopy","score":0.7729617357254028},{"id":"https://openalex.org/keywords/cervical-cancer","display_name":"Cervical cancer","score":0.6493135094642639},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5657104253768921},{"id":"https://openalex.org/keywords/cervical-intraepithelial-neoplasia","display_name":"Cervical intraepithelial neoplasia","score":0.5638691186904907},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49956583976745605},{"id":"https://openalex.org/keywords/excitation-wavelength","display_name":"Excitation wavelength","score":0.49472638964653015},{"id":"https://openalex.org/keywords/cervix","display_name":"Cervix","score":0.4740355312824249},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4647981524467468},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.43935781717300415},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.35721883177757263},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3570469617843628},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.27712076902389526},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.17887884378433228},{"id":"https://openalex.org/keywords/wavelength","display_name":"Wavelength","score":0.14834997057914734},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09694060683250427},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.07629987597465515}],"concepts":[{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.8049634695053101},{"id":"https://openalex.org/C2776117191","wikidata":"https://www.wikidata.org/wiki/Q912741","display_name":"Colposcopy","level":4,"score":0.7729617357254028},{"id":"https://openalex.org/C2778220009","wikidata":"https://www.wikidata.org/wiki/Q160105","display_name":"Cervical cancer","level":3,"score":0.6493135094642639},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5657104253768921},{"id":"https://openalex.org/C2777343196","wikidata":"https://www.wikidata.org/wiki/Q196788","display_name":"Cervical intraepithelial neoplasia","level":4,"score":0.5638691186904907},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49956583976745605},{"id":"https://openalex.org/C2993001476","wikidata":"https://www.wikidata.org/wiki/Q13553575","display_name":"Excitation wavelength","level":3,"score":0.49472638964653015},{"id":"https://openalex.org/C2777740455","wikidata":"https://www.wikidata.org/wiki/Q666412","display_name":"Cervix","level":3,"score":0.4740355312824249},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4647981524467468},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.43935781717300415},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.35721883177757263},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3570469617843628},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.27712076902389526},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.17887884378433228},{"id":"https://openalex.org/C6260449","wikidata":"https://www.wikidata.org/wiki/Q41364","display_name":"Wavelength","level":2,"score":0.14834997057914734},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09694060683250427},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.07629987597465515}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/fruct.2017.8071332","is_oa":false,"landing_page_url":"https://doi.org/10.23919/fruct.2017.8071332","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 20th Conference of Open Innovations Association (FRUCT)","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:550fd62556eb4f1685bde71811953688","is_oa":false,"landing_page_url":"https://doaj.org/article/550fd62556eb4f1685bde71811953688","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":"Proceedings of the XXth Conference of Open Innovations Association FRUCT, Vol 776, Iss 20, Pp 345-351 (2017)","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1966159053","https://openalex.org/W1985952238","https://openalex.org/W1998234672","https://openalex.org/W2010418445","https://openalex.org/W2017714311","https://openalex.org/W2025625916","https://openalex.org/W2031923021","https://openalex.org/W2046444175","https://openalex.org/W2054076585","https://openalex.org/W2094418440","https://openalex.org/W2112446600","https://openalex.org/W2114907565","https://openalex.org/W2122907123","https://openalex.org/W2134690017","https://openalex.org/W2150524957","https://openalex.org/W2153545592","https://openalex.org/W2156924228","https://openalex.org/W2911964244","https://openalex.org/W4243671666","https://openalex.org/W6656934438","https://openalex.org/W7070715761"],"related_works":["https://openalex.org/W2352850374","https://openalex.org/W2965049737","https://openalex.org/W2392731002","https://openalex.org/W2388674274","https://openalex.org/W2083732545","https://openalex.org/W2357160992","https://openalex.org/W4244774712","https://openalex.org/W2380288792","https://openalex.org/W2372138367","https://openalex.org/W2143782814"],"abstract_inverted_index":{"Uterine":[0],"cervical":[1],"cancer":[2,8],"is":[3,16,72,164,199,203],"the":[4,20,56,144,149,165,169,175,178,195,201],"second":[5],"most":[6,145,150],"common":[7],"in":[9,93],"women":[10],"worldwide.":[11],"The":[12,69,87,99,159,191],"accuracy":[13],"of":[14,64,89,123,143,161,171,226],"colposcopy":[15,27],"highly":[17],"dependent":[18],"on":[19,78,174,194,232],"physicians":[21],"individual":[22],"skills.":[23],"In":[24],"expert":[25],"hands,":[26],"has":[28],"been":[29],"reported":[30],"to":[31,48,52,74,209],"have":[32],"a":[33,38,49],"high":[34],"sensitivity":[35,198],"(96%)":[36],"and":[37,60,111,127,148,155,220],"low":[39],"specificity":[40,202],"(48%)":[41],"when":[42],"differentiating":[43],"abnormal":[44],"tissues.":[45],"This":[46],"leads":[47],"significant":[50],"interest":[51],"activities":[53],"aimed":[54],"at":[55,121],"new":[57,61],"diagnostic":[58],"systems":[59],"automatic":[62],"methods":[63],"coloposcopic":[65],"images":[66,81,90,100,105,136],"analysis":[67],"development.":[68],"presented":[70],"paper":[71],"devoted":[73],"developing":[75],"method":[76,163],"based":[77,231],"analyses":[79],"fluorescents":[80,233],"obtained":[82,92,106,118,192],"with":[83,107,112,129,177,215],"different":[84],"excitation":[85,120],"wavelength.":[86],"sets":[88],"were":[91],"clinic":[94],"by":[95,119],"multispectral":[96],"colposcope":[97],"LuxCol.":[98],"for":[101],"one":[102],"patient":[103],"includes:":[104],"white":[108,114],"light":[109],"illumination":[110],"polarized":[113],"light;":[115],"fluorescence":[116],"image":[117,138,152,170],"wavelength":[122],"360nm,":[124],"390nm,":[125],"430nm":[126],"390nm":[128],"635":[130],"nm":[131],"laser.":[132],"Our":[133],"approach":[134],"involves":[135],"acquisition,":[137],"processing,":[139],"features":[140,147],"extraction,":[141],"selection":[142],"informative":[146,151],"types,":[153],"classification":[154,221],"pathology":[156,166,213,229],"map":[157,167,214,230],"creation.":[158],"result":[160,193],"proposed":[162],"-":[168],"cervix":[172],"shattered":[173],"areas":[176],"definite":[179],"diagnosis":[180],"such":[181],"as":[182],"norm,":[183],"CNI":[184],"(chronic":[185],"nonspecific":[186],"inflammation),":[187],"CIN(cervical":[188],"intraepithelial":[189],"neoplasia).":[190],"border":[196],"CNI/CIN":[197],"0.85,":[200],"0.78.":[204],"Proposed":[205],"algorithms":[206],"gives":[207],"possibility":[208,225],"obtain":[210],"correct":[211],"differential":[212],"probability":[216],"0.8.":[217],"Obtained":[218],"results":[219],"task":[222],"characteristics":[223],"shown":[224],"practical":[227],"application":[228],"images.":[234]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}