{"id":"https://openalex.org/W2533326786","doi":"https://doi.org/10.1109/embc.2016.7590938","title":"Prediction of malignant and benign of lung tumor using a quantitative radiomic method","display_name":"Prediction of malignant and benign of lung tumor using a quantitative radiomic method","publication_year":2016,"publication_date":"2016-08-01","ids":{"openalex":"https://openalex.org/W2533326786","doi":"https://doi.org/10.1109/embc.2016.7590938","mag":"2533326786","pmid":"https://pubmed.ncbi.nlm.nih.gov/28268557"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2016.7590938","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2016.7590938","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100335033","display_name":"Jun Wang","orcid":"https://orcid.org/0000-0001-7317-0113"},"institutions":[{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jun Wang","raw_affiliation_strings":["Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, China","Measurement-Control Technology and Communications Engineering School, Harbin University of Science and Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"Measurement-Control Technology and Communications Engineering School, Harbin University of Science and Technology, Harbin, China","institution_ids":["https://openalex.org/I100188998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100373208","display_name":"Xia Liu","orcid":"https://orcid.org/0000-0001-7599-6285"},"institutions":[{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xia Liu","raw_affiliation_strings":["Harbin University of Science and Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"Harbin University of Science and Technology, Harbin, China","institution_ids":["https://openalex.org/I100188998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100730127","display_name":"Di Dong","orcid":"https://orcid.org/0000-0003-0783-3171"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Di Dong","raw_affiliation_strings":["Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077642129","display_name":"Jiangdian Song","orcid":"https://orcid.org/0000-0002-3355-9930"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangdian Song","raw_affiliation_strings":["Sino-Dutch Biomedical and Information Engineering School, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"Sino-Dutch Biomedical and Information Engineering School, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102004782","display_name":"Min Xu","orcid":"https://orcid.org/0000-0001-9455-9494"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Xu","raw_affiliation_strings":["Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083627076","display_name":"Yali Zang","orcid":"https://orcid.org/0000-0002-3010-6549"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yali Zang","raw_affiliation_strings":["Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100429270","display_name":"Jie Tian","orcid":"https://orcid.org/0000-0003-0498-0432"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Tian","raw_affiliation_strings":["Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Molecular Imaging, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100335033"],"corresponding_institution_ids":["https://openalex.org/I100188998","https://openalex.org/I19820366"],"apc_list":null,"apc_paid":null,"fwci":3.7011,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.92718544,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"2016","issue":null,"first_page":"1272","last_page":"1275"},"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":1.0,"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":1.0,"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":0.9918000102043152,"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":0.991599977016449,"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/radiomics","display_name":"Radiomics","score":0.7502063512802124},{"id":"https://openalex.org/keywords/lung-cancer","display_name":"Lung cancer","score":0.7274092435836792},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5027837753295898},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.4703616797924042},{"id":"https://openalex.org/keywords/lung","display_name":"Lung","score":0.4547045826911926},{"id":"https://openalex.org/keywords/biopsy","display_name":"Biopsy","score":0.41290947794914246},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3762047588825226},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.35597798228263855},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.21033483743667603},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1240161657333374}],"concepts":[{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.7502063512802124},{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.7274092435836792},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5027837753295898},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.4703616797924042},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.4547045826911926},{"id":"https://openalex.org/C2775934546","wikidata":"https://www.wikidata.org/wiki/Q179991","display_name":"Biopsy","level":2,"score":0.41290947794914246},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3762047588825226},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35597798228263855},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.21033483743667603},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1240161657333374}],"mesh":[{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D008175","descriptor_name":"Lung Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2016.7590938","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2016.7590938","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:28268557","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28268557","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.7400000095367432,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1520812622","https://openalex.org/W1971259134","https://openalex.org/W1986649315","https://openalex.org/W2097475056","https://openalex.org/W2103004421","https://openalex.org/W2126105956","https://openalex.org/W2128739912","https://openalex.org/W2133883083","https://openalex.org/W2149298154","https://openalex.org/W2153635508","https://openalex.org/W2162698597","https://openalex.org/W2167865797","https://openalex.org/W2174661749","https://openalex.org/W2205795857","https://openalex.org/W2253150690","https://openalex.org/W6675121608","https://openalex.org/W6685450415"],"related_works":["https://openalex.org/W3000891326","https://openalex.org/W4205100762","https://openalex.org/W2605851261","https://openalex.org/W2734724112","https://openalex.org/W2582997534","https://openalex.org/W3009210156","https://openalex.org/W4388577230","https://openalex.org/W4385221818","https://openalex.org/W3030796519","https://openalex.org/W4383892348"],"abstract_inverted_index":{"Lung":[0,103],"cancer":[1,7,17],"is":[2,140,156],"the":[3,10,12,37,47,63,177],"leading":[4],"cause":[5],"of":[6,15,39,50,58,80,124,133,135,137,153],"mortality":[8],"around":[9],"world,":[11],"early":[13],"diagnosis":[14,129],"lung":[16,28,84,138,154,178],"plays":[18],"a":[19,55,70,77,121,168],"very":[20],"important":[21],"role":[22],"in":[23,69,142,147,159],"therapeutic":[24],"regimen":[25],"selection.":[26],"However,":[27],"cancers":[29],"are":[30,93],"spatially":[31],"and":[32,89,145],"temporally":[33],"heterogeneous;":[34],"this":[35],"limits":[36],"use":[38],"invasive":[40],"biopsy.":[41],"But":[42],"radiomics":[43],"which":[44,171],"refers":[45],"to":[46,65],"comprehensive":[48],"quantification":[49],"tumour":[51,85],"phenotypes":[52],"by":[53],"applying":[54],"large":[56,122],"number":[57,123],"quantitative":[59,125],"image":[60,86],"features":[61,82,92,127],"has":[62],"ability":[64],"capture":[66],"intra-tumoural":[67],"heterogeneity":[68],"non-invasive":[71],"way.":[72],"Here":[73],"we":[74,118],"carry":[75],"out":[76],"radiomic":[78,126,164],"analysis":[79],"150":[81],"quantifying":[83],"intensity,":[87],"shape":[88],"texture.":[90],"These":[91],"extracted":[94],"from":[95],"593":[96],"patients":[97],"computed":[98],"tomography":[99],"(CT)":[100],"data":[101],"on":[102],"Image":[104,107],"Database":[105,108],"Consortium":[106],"Resource":[109],"Initiative":[110],"(LIDC-IDRI)":[111],"dataset.":[112],"By":[113],"using":[114],"support":[115],"vector":[116],"machine,":[117],"find":[119],"that":[120],"have":[128],"power.":[130],"The":[131],"accuracy":[132],"prediction":[134],"malignant":[136],"tumor":[139,155],"86%":[141],"training":[143],"set":[144],"76.1%":[146],"testing":[148],"set.":[149],"As":[150],"CT":[151],"imaging":[152],"widely":[157],"used":[158],"routine":[160],"clinical":[161,174],"practice,":[162],"our":[163],"classifier":[165],"will":[166],"be":[167],"valuable":[169],"tool":[170],"can":[172],"help":[173],"doctor":[175],"diagnose":[176],"cancer.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4}],"updated_date":"2026-03-31T07:56:22.981413","created_date":"2025-10-10T00:00:00"}
