{"id":"https://openalex.org/W4283733071","doi":"https://doi.org/10.1109/codit55151.2022.9804058","title":"The assistant diagnosis system for chronic obstructive pulmonary disease based on random forest with quantitative CT parameters","display_name":"The assistant diagnosis system for chronic obstructive pulmonary disease based on random forest with quantitative CT parameters","publication_year":2022,"publication_date":"2022-05-17","ids":{"openalex":"https://openalex.org/W4283733071","doi":"https://doi.org/10.1109/codit55151.2022.9804058"},"language":"en","primary_location":{"id":"doi:10.1109/codit55151.2022.9804058","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit55151.2022.9804058","pdf_url":null,"source":{"id":"https://openalex.org/S4363607900","display_name":"2022 8th International Conference on Control, Decision and Information Technologies (CoDIT)","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":"2022 8th International Conference on Control, Decision and Information Technologies (CoDIT)","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/A5063328773","display_name":"Zhangli Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210141942","display_name":"Peking University Third Hospital","ror":"https://ror.org/04wwqze12","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhangli Wu","raw_affiliation_strings":["Peking University Health Science Center,Institute of Medical Technology,Beijing,China,100191","Department of Respiratory Medicine, Peking University Third Hospital, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking University Health Science Center,Institute of Medical Technology,Beijing,China,100191","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Department of Respiratory Medicine, Peking University Third Hospital, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210141942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006828600","display_name":"Hui Zhao","orcid":"https://orcid.org/0000-0001-8671-8029"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Zhao","raw_affiliation_strings":["Research Institute of Information Technology, Tsinghua University,Beijing,China,100084"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Institute of Information Technology, Tsinghua University,Beijing,China,100084","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115590300","display_name":"Ping Yang","orcid":"https://orcid.org/0009-0003-3987-7467"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210141942","display_name":"Peking University Third Hospital","ror":"https://ror.org/04wwqze12","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Yang","raw_affiliation_strings":["Peking University Health Science Center,Institute of Medical Technology,Beijing,China,100191","Department of Respiratory Medicine, Peking University Third Hospital, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking University Health Science Center,Institute of Medical Technology,Beijing,China,100191","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Department of Respiratory Medicine, Peking University Third Hospital, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210141942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068136904","display_name":"Bei He","orcid":"https://orcid.org/0000-0002-3181-6614"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210141942","display_name":"Peking University Third Hospital","ror":"https://ror.org/04wwqze12","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bei He","raw_affiliation_strings":["Peking University Health Science Center,Institute of Medical Technology,Beijing,China,100191","Department of Respiratory Medicine, Peking University Third Hospital, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking University Health Science Center,Institute of Medical Technology,Beijing,China,100191","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Department of Respiratory Medicine, Peking University Third Hospital, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210141942"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067020156","display_name":"Ning Shen","orcid":"https://orcid.org/0000-0001-8783-5403"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]},{"id":"https://openalex.org/I4210141942","display_name":"Peking University Third Hospital","ror":"https://ror.org/04wwqze12","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210141942"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Shen","raw_affiliation_strings":["Peking University Health Science Center,Institute of Medical Technology,Beijing,China,100191","Department of Respiratory Medicine, Peking University Third Hospital, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peking University Health Science Center,Institute of Medical Technology,Beijing,China,100191","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Department of Respiratory Medicine, Peking University Third Hospital, Beijing, China","institution_ids":["https://openalex.org/I20231570","https://openalex.org/I4210141942"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8743,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68961278,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1348","last_page":"1352"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10143","display_name":"Chronic Obstructive Pulmonary Disease (COPD) Research","score":0.9987999796867371,"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"}},"topics":[{"id":"https://openalex.org/T10143","display_name":"Chronic Obstructive Pulmonary Disease (COPD) Research","score":0.9987999796867371,"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/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9749000072479248,"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9663000106811523,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/copd","display_name":"COPD","score":0.8533186912536621},{"id":"https://openalex.org/keywords/pulmonary-disease","display_name":"Pulmonary disease","score":0.7495704889297485},{"id":"https://openalex.org/keywords/pulmonary-function-testing","display_name":"Pulmonary function testing","score":0.6280871033668518},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5910295248031616},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.544609785079956},{"id":"https://openalex.org/keywords/airway","display_name":"Airway","score":0.47630393505096436},{"id":"https://openalex.org/keywords/pulmonary-emphysema","display_name":"Pulmonary emphysema","score":0.4555971622467041},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45297685265541077},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4506429135799408},{"id":"https://openalex.org/keywords/lung","display_name":"Lung","score":0.43582507967948914},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.37976378202438354},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.3585697412490845},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26274555921554565},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.25054264068603516},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.16864076256752014}],"concepts":[{"id":"https://openalex.org/C2776780178","wikidata":"https://www.wikidata.org/wiki/Q199804","display_name":"COPD","level":2,"score":0.8533186912536621},{"id":"https://openalex.org/C2992779976","wikidata":"https://www.wikidata.org/wiki/Q3286546","display_name":"Pulmonary disease","level":2,"score":0.7495704889297485},{"id":"https://openalex.org/C75603125","wikidata":"https://www.wikidata.org/wiki/Q1877462","display_name":"Pulmonary function testing","level":2,"score":0.6280871033668518},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5910295248031616},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.544609785079956},{"id":"https://openalex.org/C105922876","wikidata":"https://www.wikidata.org/wiki/Q1423981","display_name":"Airway","level":2,"score":0.47630393505096436},{"id":"https://openalex.org/C2992836489","wikidata":"https://www.wikidata.org/wiki/Q188605","display_name":"Pulmonary emphysema","level":3,"score":0.4555971622467041},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45297685265541077},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4506429135799408},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.43582507967948914},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.37976378202438354},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.3585697412490845},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26274555921554565},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.25054264068603516},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.16864076256752014}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/codit55151.2022.9804058","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit55151.2022.9804058","pdf_url":null,"source":{"id":"https://openalex.org/S4363607900","display_name":"2022 8th International Conference on Control, Decision and Information Technologies (CoDIT)","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":"2022 8th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2257628484","https://openalex.org/W2259951538","https://openalex.org/W2395371683","https://openalex.org/W2519434758","https://openalex.org/W2551461441","https://openalex.org/W2777319742","https://openalex.org/W2896215075","https://openalex.org/W2946244143","https://openalex.org/W2970648892","https://openalex.org/W3012701098"],"related_works":["https://openalex.org/W3161153624","https://openalex.org/W2365502636","https://openalex.org/W3026434376","https://openalex.org/W3028686414","https://openalex.org/W2781875820","https://openalex.org/W4328012773","https://openalex.org/W2352529429","https://openalex.org/W2970206283","https://openalex.org/W3089958712","https://openalex.org/W3117449947"],"abstract_inverted_index":{"Chronic":[0],"obstructive":[1],"pulmonary":[2,40,84],"disease":[3],"(COPD)":[4],"has":[5],"become":[6],"the":[7,8,15,29,39,43,56,64,70,73,83,95,107,137,141],"third":[9],"leading":[10],"cause":[11],"of":[12,45,66,97,106],"death":[13],"in":[14,55,59],"world.":[16],"It":[17],"is":[18,120],"very":[19],"essential":[20],"to":[21,27,122],"construct":[22],"an":[23],"assistant":[24],"diagnosis":[25],"system":[26],"conduct":[28],"early":[30],"detection,":[31],"especially":[32],"for":[33,69,72],"those":[34],"patients":[35],"who":[36],"cannot":[37],"finish":[38,82],"function.":[41],"With":[42],"development":[44],"information":[46],"technology,":[47],"artificial":[48],"intelligence":[49],"methods":[50],"have":[51],"been":[52],"successfully":[53,81],"applied":[54],"medical":[57],"field,":[58],"this":[60],"paper,":[61],"we":[62],"exploit":[63],"mechanism":[65],"random":[67,118],"forests":[68],"implementation":[71],"COPD":[74,124],"diagnosis.":[75],"As":[76],"not":[77],"all":[78,86],"patient":[79,134],"could":[80,144],"function,":[85],"subjects":[87],"are":[88],"operated":[89],"biphasic":[90],"quantitative":[91,115],"CT":[92,116],"scan,":[93],"calculating":[94],"proportion":[96],"emphysema,":[98],"functional":[99],"small":[100],"airway":[101],"disease,":[102],"and":[103,110,136],"normal":[104],"component":[105],"whole":[108],"lung":[109],"each":[111],"lobe.":[112],"Based":[113],"on":[114],"values,":[117],"forest":[119],"utilized":[121],"diagnose":[123],"patients.":[125],"The":[126],"comparison":[127],"experiments":[128],"were":[129],"carried":[130],"out":[131],"with":[132],"real-world":[133],"data":[135],"results":[138],"show":[139],"that":[140],"proposed":[142],"method":[143],"achieve":[145],"better":[146],"performance.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
