{"id":"https://openalex.org/W3004674206","doi":"https://doi.org/10.23919/fruct48121.2019.8981537","title":"Database Acquisition for the Lung Cancer Computer Aided Diagnostic Systems","display_name":"Database Acquisition for the Lung Cancer Computer Aided Diagnostic Systems","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3004674206","doi":"https://doi.org/10.23919/fruct48121.2019.8981537","mag":"3004674206"},"language":"en","primary_location":{"id":"doi:10.23919/fruct48121.2019.8981537","is_oa":false,"landing_page_url":"https://doi.org/10.23919/fruct48121.2019.8981537","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 25th Conference of Open Innovations Association (FRUCT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doaj.org/article/c32fc2c304184d11b5ccd563a5b84c7d","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084296119","display_name":"Anna Meldo","orcid":"https://orcid.org/0000-0002-4906-9901"},"institutions":[{"id":"https://openalex.org/I4210148464","display_name":"State Budget Institution of Health St. Petersburg Clinical Research Center Specialized Types of Medical Care","ror":"https://ror.org/05ss6ff26","country_code":"RU","type":"healthcare","lineage":["https://openalex.org/I4210148464"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Anna Meldo","raw_affiliation_strings":["Clinical Research Center of Specialized Types of Medical Care (Oncological),St.Petersburg,Russia","Clinical Research Center of Specialized Types of Medical Care (Oncological), St.Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"Clinical Research Center of Specialized Types of Medical Care (Oncological),St.Petersburg,Russia","institution_ids":["https://openalex.org/I4210148464"]},{"raw_affiliation_string":"Clinical Research Center of Specialized Types of Medical Care (Oncological), St.Petersburg, Russia","institution_ids":["https://openalex.org/I4210148464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037096829","display_name":"Lev V. Utkin","orcid":"https://orcid.org/0000-0002-5637-1420"},"institutions":[{"id":"https://openalex.org/I212220629","display_name":"Peter the Great St. Petersburg Polytechnic University","ror":"https://ror.org/02x91aj62","country_code":"RU","type":"education","lineage":["https://openalex.org/I212220629"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Lev Utkin","raw_affiliation_strings":["Peter the Great St.Petersburg Polytechnic University (SPbPU),St.Petersburg,Russia","Peter the Great St.Petersburg Polytechnic University (SPbPU), St.Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"Peter the Great St.Petersburg Polytechnic University (SPbPU),St.Petersburg,Russia","institution_ids":["https://openalex.org/I212220629"]},{"raw_affiliation_string":"Peter the Great St.Petersburg Polytechnic University (SPbPU), St.Petersburg, Russia","institution_ids":["https://openalex.org/I212220629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038516632","display_name":"Alexey Lukashin","orcid":"https://orcid.org/0000-0002-1906-2207"},"institutions":[{"id":"https://openalex.org/I212220629","display_name":"Peter the Great St. Petersburg Polytechnic University","ror":"https://ror.org/02x91aj62","country_code":"RU","type":"education","lineage":["https://openalex.org/I212220629"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Aleksey Lukashin","raw_affiliation_strings":["Peter the Great St.Petersburg Polytechnic University (SPbPU),St.Petersburg,Russia","Peter the Great St.Petersburg Polytechnic University (SPbPU), St.Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"Peter the Great St.Petersburg Polytechnic University (SPbPU),St.Petersburg,Russia","institution_ids":["https://openalex.org/I212220629"]},{"raw_affiliation_string":"Peter the Great St.Petersburg Polytechnic University (SPbPU), St.Petersburg, Russia","institution_ids":["https://openalex.org/I212220629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084220492","display_name":"Vladimir Muliukha","orcid":"https://orcid.org/0000-0002-3583-7324"},"institutions":[{"id":"https://openalex.org/I212220629","display_name":"Peter the Great St. Petersburg Polytechnic University","ror":"https://ror.org/02x91aj62","country_code":"RU","type":"education","lineage":["https://openalex.org/I212220629"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Vladimir Muliukha","raw_affiliation_strings":["Peter the Great St.Petersburg Polytechnic University (SPbPU),St.Petersburg,Russia","Peter the Great St.Petersburg Polytechnic University (SPbPU), St.Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"Peter the Great St.Petersburg Polytechnic University (SPbPU),St.Petersburg,Russia","institution_ids":["https://openalex.org/I212220629"]},{"raw_affiliation_string":"Peter the Great St.Petersburg Polytechnic University (SPbPU), St.Petersburg, Russia","institution_ids":["https://openalex.org/I212220629"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060322478","display_name":"Vladimir Zaborovsky","orcid":"https://orcid.org/0000-0003-2284-9833"},"institutions":[{"id":"https://openalex.org/I212220629","display_name":"Peter the Great St. Petersburg Polytechnic University","ror":"https://ror.org/02x91aj62","country_code":"RU","type":"education","lineage":["https://openalex.org/I212220629"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Vladimir Zaborovsky","raw_affiliation_strings":["Peter the Great St.Petersburg Polytechnic University (SPbPU),St.Petersburg,Russia","Peter the Great St.Petersburg Polytechnic University (SPbPU), St.Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"Peter the Great St.Petersburg Polytechnic University (SPbPU),St.Petersburg,Russia","institution_ids":["https://openalex.org/I212220629"]},{"raw_affiliation_string":"Peter the Great St.Petersburg Polytechnic University (SPbPU), St.Petersburg, Russia","institution_ids":["https://openalex.org/I212220629"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5084296119"],"corresponding_institution_ids":["https://openalex.org/I4210148464"],"apc_list":null,"apc_paid":null,"fwci":0.6855,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.73672217,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"220","last_page":"227"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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":0.9947999715805054,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cad","display_name":"CAD","score":0.8136171698570251},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7467644214630127},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5061573386192322},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4850098788738251},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"Computer-aided diagnosis","score":0.4520934224128723},{"id":"https://openalex.org/keywords/data-acquisition","display_name":"Data acquisition","score":0.43882066011428833},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.41706743836402893},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4152206778526306},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40029048919677734},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3201156258583069},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.18807992339134216}],"concepts":[{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.8136171698570251},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7467644214630127},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5061573386192322},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4850098788738251},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.4520934224128723},{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.43882066011428833},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.41706743836402893},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4152206778526306},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40029048919677734},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3201156258583069},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.18807992339134216},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/fruct48121.2019.8981537","is_oa":false,"landing_page_url":"https://doi.org/10.23919/fruct48121.2019.8981537","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 25th Conference of Open Innovations Association (FRUCT)","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:c32fc2c304184d11b5ccd563a5b84c7d","is_oa":true,"landing_page_url":"https://doaj.org/article/c32fc2c304184d11b5ccd563a5b84c7d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the XXth Conference of Open Innovations Association FRUCT, Vol 622, Iss 25, Pp 220-227 (2019)","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:doaj.org/article:c32fc2c304184d11b5ccd563a5b84c7d","is_oa":true,"landing_page_url":"https://doaj.org/article/c32fc2c304184d11b5ccd563a5b84c7d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the XXth Conference of Open Innovations Association FRUCT, Vol 622, Iss 25, Pp 220-227 (2019)","raw_type":"article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1536334702","https://openalex.org/W1641498739","https://openalex.org/W1986649315","https://openalex.org/W2021928864","https://openalex.org/W2083927153","https://openalex.org/W2106033751","https://openalex.org/W2107166114","https://openalex.org/W2115733720","https://openalex.org/W2127304742","https://openalex.org/W2128553277","https://openalex.org/W2151695813","https://openalex.org/W2157364932","https://openalex.org/W2436543522","https://openalex.org/W2756258573","https://openalex.org/W2778501328","https://openalex.org/W2782938286","https://openalex.org/W2794825826","https://openalex.org/W2806853752","https://openalex.org/W2910094941","https://openalex.org/W2963372435","https://openalex.org/W3091905774","https://openalex.org/W3102785203","https://openalex.org/W3159004246","https://openalex.org/W4309233581","https://openalex.org/W6718295690","https://openalex.org/W6747380770","https://openalex.org/W6758047254","https://openalex.org/W6783596713"],"related_works":["https://openalex.org/W1589419489","https://openalex.org/W4229543669","https://openalex.org/W1783185948","https://openalex.org/W615772105","https://openalex.org/W2999505641","https://openalex.org/W2401866201","https://openalex.org/W2945629533","https://openalex.org/W1554029525","https://openalex.org/W1978794434","https://openalex.org/W2074183617"],"abstract_inverted_index":{"Most":[0],"of":[1,21,23,41,58,83,88,99,118,150,154,162,177,179,192],"the":[2,12,19,32,56,59,66,100,110,119,129,139,151,155,159,175,189,198],"used":[3],"computer":[4],"aided":[5],"diagnostic":[6],"(CAD)":[7],"systems":[8],"based":[9],"on":[10],"applying":[11],"deep":[13,92],"learning":[14],"algorithms":[15],"are":[16,31,49,71,96],"similar":[17],"from":[18,174],"point":[20,176],"view":[22,178],"data":[24,34,69,89,195],"processing":[25],"stages.":[26],"The":[27,62,182],"main":[28,63],"typical":[29],"stages":[30],"training":[33,43,68,91,138],"acquisition,":[35],"pre-processing,":[36],"segmentation":[37],"and":[38,46,76,170,194],"classification.":[39],"Homogeneity":[40],"a":[42,81,84,97,115],"dataset":[44,120,156],"structure":[45],"its":[47],"completeness":[48],"very":[50],"important":[51,152],"for":[52,90],"minimizing":[53],"inaccuracies":[54],"in":[55,65,109,188],"development":[57,184],"CAD":[60,101,113,143,199],"systems.":[61,102],"difficulties":[64],"medical":[67],"acquisition":[70,121],"concerned":[72],"with":[73],"their":[74],"heterogeneity":[75],"incompleteness.":[77],"Another":[78,164],"problem":[79],"is":[80,122,158,166,185],"lack":[82],"sufficient":[85],"large":[86],"amount":[87],"neural":[93],"networks":[94],"which":[95,133],"basis":[98],"In":[103],"order":[104],"to":[105,137],"overcome":[106],"these":[107],"problems":[108],"lung":[111,141],"cancer":[112,142],"systems,":[114],"new":[116],"methodology":[117],"proposed":[123],"by":[124,146],"using":[125],"as":[126],"an":[127],"example":[128],"database":[130,183],"called":[131,145],"LIRA":[132,157],"has":[134],"been":[135],"applied":[136],"intellectual":[140],"system":[144],"Dr.":[147],"AIzimov.":[148],"One":[149],"peculiarities":[153],"morphological":[160],"confirmation":[161],"diseases.":[163],"peculiarity":[165],"taking":[167],"into":[168],"account":[169],"including":[171],"\u201catypical\u201d":[172],"cases":[173],"radiographic":[180],"features.":[181],"carried":[186],"out":[187],"interdisciplinary":[190],"collaboration":[191],"radiologists":[193],"scientists":[196],"developing":[197],"system.":[200]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}