{"id":"https://openalex.org/W2039385536","doi":"https://doi.org/10.1109/icnc.2010.5583316","title":"Application of artificial neural networks in the diagnosis of lung cancer by computed tomography","display_name":"Application of artificial neural networks in the diagnosis of lung cancer by computed tomography","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W2039385536","doi":"https://doi.org/10.1109/icnc.2010.5583316","mag":"2039385536"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2010.5583316","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2010.5583316","pdf_url":null,"source":{"id":"https://openalex.org/S4363608012","display_name":"2010 Sixth International Conference on Natural Computation","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Sixth International Conference on Natural Computation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5062004163","display_name":"Yongjun Wu","orcid":"https://orcid.org/0000-0002-0509-7521"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yongjun Wu","raw_affiliation_strings":["College of Public Health, University of Zhengzhou, Zhengzhou, Henan, China","College of Public Health, Zhengzhou University, Henan 450001, China"],"affiliations":[{"raw_affiliation_string":"College of Public Health, University of Zhengzhou, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I38877650"]},{"raw_affiliation_string":"College of Public Health, Zhengzhou University, Henan 450001, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115592118","display_name":"Na Wang","orcid":"https://orcid.org/0000-0002-8314-9972"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Na Wang","raw_affiliation_strings":["College of Public Health, University of Zhengzhou, Zhengzhou, Henan, China","College of Public Health, Zhengzhou University, Henan 450001, China"],"affiliations":[{"raw_affiliation_string":"College of Public Health, University of Zhengzhou, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I38877650"]},{"raw_affiliation_string":"College of Public Health, Zhengzhou University, Henan 450001, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100657591","display_name":"Hongsheng Zhang","orcid":"https://orcid.org/0000-0002-5363-6673"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongsheng Zhang","raw_affiliation_strings":["College of Public Health, University of Zhengzhou, Zhengzhou, Henan, China","College of Public Health, Zhengzhou University, Henan 450001, China"],"affiliations":[{"raw_affiliation_string":"College of Public Health, University of Zhengzhou, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I38877650"]},{"raw_affiliation_string":"College of Public Health, Zhengzhou University, Henan 450001, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009421510","display_name":"Lijuan Qin","orcid":null},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijuan Qin","raw_affiliation_strings":["College of Public Health, University of Zhengzhou, Zhengzhou, Henan, China","College of Public Health, Zhengzhou University, Henan 450001, China"],"affiliations":[{"raw_affiliation_string":"College of Public Health, University of Zhengzhou, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I38877650"]},{"raw_affiliation_string":"College of Public Health, Zhengzhou University, Henan 450001, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103172979","display_name":"Zhen Yan","orcid":"https://orcid.org/0000-0003-0658-3019"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Yan","raw_affiliation_strings":["College of Public Health, University of Zhengzhou, Zhengzhou, Henan, China","College of Public Health, Zhengzhou University, Henan 450001, China"],"affiliations":[{"raw_affiliation_string":"College of Public Health, University of Zhengzhou, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I38877650"]},{"raw_affiliation_string":"College of Public Health, Zhengzhou University, Henan 450001, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103654898","display_name":"WU Yi-ming","orcid":"https://orcid.org/0009-0003-7392-313X"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiming Wu","raw_affiliation_strings":["College of Public Health, University of Zhengzhou, Zhengzhou, Henan, China","College of Public Health, Zhengzhou University, Henan 450001, China"],"affiliations":[{"raw_affiliation_string":"College of Public Health, University of Zhengzhou, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I38877650"]},{"raw_affiliation_string":"College of Public Health, Zhengzhou University, Henan 450001, China","institution_ids":["https://openalex.org/I38877650"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5062004163"],"corresponding_institution_ids":["https://openalex.org/I38877650"],"apc_list":null,"apc_paid":null,"fwci":10.517413,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.99322034,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"17","issue":null,"first_page":"147","last_page":"153"},"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":0.9968000054359436,"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":0.9968000054359436,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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":0.9538999795913696,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.760095477104187},{"id":"https://openalex.org/keywords/lung-cancer","display_name":"Lung cancer","score":0.719321608543396},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.620055615901947},{"id":"https://openalex.org/keywords/radiological-weapon","display_name":"Radiological weapon","score":0.5823537111282349},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.5555586218833923},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5355273485183716},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5041812658309937},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.467099130153656},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"Computer-aided diagnosis","score":0.43616560101509094},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.42018646001815796},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34725844860076904},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.27177441120147705},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.13037610054016113},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.08606469631195068}],"concepts":[{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.760095477104187},{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.719321608543396},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.620055615901947},{"id":"https://openalex.org/C190892606","wikidata":"https://www.wikidata.org/wiki/Q3512464","display_name":"Radiological weapon","level":2,"score":0.5823537111282349},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.5555586218833923},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5355273485183716},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5041812658309937},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.467099130153656},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.43616560101509094},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.42018646001815796},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34725844860076904},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.27177441120147705},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.13037610054016113},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08606469631195068}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2010.5583316","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2010.5583316","pdf_url":null,"source":{"id":"https://openalex.org/S4363608012","display_name":"2010 Sixth International Conference on Natural Computation","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Sixth International Conference on Natural Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.75,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W92574158","https://openalex.org/W1518653822","https://openalex.org/W1554864276","https://openalex.org/W2069401973","https://openalex.org/W2117179508","https://openalex.org/W2127085684","https://openalex.org/W2130123844","https://openalex.org/W2137865578","https://openalex.org/W2138080168","https://openalex.org/W2317305062"],"related_works":["https://openalex.org/W2037055773","https://openalex.org/W2031600237","https://openalex.org/W209247011","https://openalex.org/W299246606","https://openalex.org/W4252678758","https://openalex.org/W2165890417","https://openalex.org/W2096460790","https://openalex.org/W2369518076","https://openalex.org/W2338655063","https://openalex.org/W2091218277"],"abstract_inverted_index":{"To":[0],"develop":[1],"a":[2],"computer-aided":[3],"diagnostic":[4,89,117],"scheme":[5],"of":[6,12,34,48,75,81,91,99],"the":[7,10,100,112,116,124],"CT":[8,32,45,132],"in":[9,24,123],"diagnosis":[11],"lung":[13],"cancer":[14],"based":[15],"on":[16,131],"artificial":[17],"neural":[18],"networks":[19],"(ANN)":[20],"to":[21,114,121],"assist":[22],"radiologists":[23,122],"distinguishing":[25,125],"malignant":[26,126],"from":[27,127],"benign":[28,38,128],"pulmonary":[29,35,129],"nodules.":[30],"117":[31],"images":[33],"nodules":[36,130],"(58":[37],"and":[39,54,63,93,103,108,119],"59":[40],"malignant)":[41],"were":[42,51,67,106],"analyzed.":[43],"21":[44,61],"radiological":[46],"features":[47,62],"each":[49],"case":[50],"carefully":[52],"selected":[53],"quantified":[55],"by":[56,84],"three":[57],"experienced":[58],"radiologists.":[59],"The":[60,73,88],"5":[64],"clinical":[65],"parameters":[66],"used":[68],"as":[69],"ANN":[70,92,110],"input":[71],"data.":[72],"result":[74],"ANNt":[76],"was":[77],"compared":[78],"with":[79],"those":[80],"logistic":[82,94],"regression":[83,95],"ROC":[85],"curve":[86],"analysis.":[87],"accuracy":[90,118],"among":[96],"all":[97],"samples":[98],"training":[101],"group":[102,105],"test":[104],"96.6%":[107],"84.6%.":[109],"has":[111],"potential":[113],"improve":[115],"helpful":[120],"images.":[133]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
