{"id":"https://openalex.org/W4402581916","doi":"https://doi.org/10.1186/s12911-024-02666-1","title":"Classification of coronary artery disease using radial artery pulse wave analysis via machine learning","display_name":"Classification of coronary artery disease using radial artery pulse wave analysis via machine learning","publication_year":2024,"publication_date":"2024-09-16","ids":{"openalex":"https://openalex.org/W4402581916","doi":"https://doi.org/10.1186/s12911-024-02666-1","pmid":"https://pubmed.ncbi.nlm.nih.gov/39285363"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-024-02666-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02666-1","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12911-024-02666-1.pdf","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1186/s12911-024-02666-1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107900289","display_name":"Yi Lyu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098460","display_name":"Shanghai University of Traditional Chinese Medicine","ror":"https://ror.org/00z27jk27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210098460"]},{"id":"https://openalex.org/I4210135985","display_name":"Shanghai University of Medicine and Health Sciences","ror":"https://ror.org/03ns6aq57","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210135985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Lyu","raw_affiliation_strings":["School of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, P.R. China","Shanghai Key Laboratory of Health Identification and Assessment, Shanghai, 201203, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, P.R. China","institution_ids":["https://openalex.org/I4210098460"]},{"raw_affiliation_string":"Shanghai Key Laboratory of Health Identification and Assessment, Shanghai, 201203, P.R. China","institution_ids":["https://openalex.org/I4210135985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103755506","display_name":"Haimei Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105984","display_name":"Guangdong Provincial Hospital of Traditional Chinese Medicine","ror":"https://ror.org/01gb3y148","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210105984"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai-Mei Wu","raw_affiliation_strings":["Guangdong Provincial Traditional Chinese Medicine Hospital, Guangzhou, 510120, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Traditional Chinese Medicine Hospital, Guangzhou, 510120, P.R. China","institution_ids":["https://openalex.org/I4210105984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004959591","display_name":"Haixia Yan","orcid":"https://orcid.org/0000-0002-1963-3292"},"institutions":[{"id":"https://openalex.org/I4210098460","display_name":"Shanghai University of Traditional Chinese Medicine","ror":"https://ror.org/00z27jk27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210098460"]},{"id":"https://openalex.org/I4210135985","display_name":"Shanghai University of Medicine and Health Sciences","ror":"https://ror.org/03ns6aq57","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210135985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai-Xia Yan","raw_affiliation_strings":["School of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, P.R. China","Shanghai Key Laboratory of Health Identification and Assessment, Shanghai, 201203, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, P.R. China","institution_ids":["https://openalex.org/I4210098460"]},{"raw_affiliation_string":"Shanghai Key Laboratory of Health Identification and Assessment, Shanghai, 201203, P.R. China","institution_ids":["https://openalex.org/I4210135985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089388395","display_name":"Rui Guo","orcid":"https://orcid.org/0000-0002-5294-923X"},"institutions":[{"id":"https://openalex.org/I4210098460","display_name":"Shanghai University of Traditional Chinese Medicine","ror":"https://ror.org/00z27jk27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210098460"]},{"id":"https://openalex.org/I4210135985","display_name":"Shanghai University of Medicine and Health Sciences","ror":"https://ror.org/03ns6aq57","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210135985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Guo","raw_affiliation_strings":["School of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, P.R. China","Shanghai Key Laboratory of Health Identification and Assessment, Shanghai, 201203, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, P.R. China","institution_ids":["https://openalex.org/I4210098460"]},{"raw_affiliation_string":"Shanghai Key Laboratory of Health Identification and Assessment, Shanghai, 201203, P.R. China","institution_ids":["https://openalex.org/I4210135985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087717847","display_name":"Yujie Xiong","orcid":"https://orcid.org/0000-0002-1995-8257"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu-Jie Xiong","raw_affiliation_strings":["Shanghai University of Engineering Science, Shanghai, 201620, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai University of Engineering Science, Shanghai, 201620, P.R. China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117563995","display_name":"Rui Chen","orcid":"https://orcid.org/0000-0002-0696-3313"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Chen","raw_affiliation_strings":["Global Institute of Software Technology, Suzhou, 215163, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Global Institute of Software Technology, Suzhou, 215163, P.R. China","institution_ids":["https://openalex.org/I4210128818"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111282136","display_name":"Wen-Yue Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098460","display_name":"Shanghai University of Traditional Chinese Medicine","ror":"https://ror.org/00z27jk27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210098460"]},{"id":"https://openalex.org/I4210149132","display_name":"Shuguang Hospital","ror":"https://ror.org/03n35e656","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210149132"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wen-Yue Huang","raw_affiliation_strings":["Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, P.R. China","institution_ids":["https://openalex.org/I4210149132","https://openalex.org/I4210098460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003229206","display_name":"Jing Hong","orcid":"https://orcid.org/0000-0003-3364-1173"},"institutions":[{"id":"https://openalex.org/I4210098460","display_name":"Shanghai University of Traditional Chinese Medicine","ror":"https://ror.org/00z27jk27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210098460"]},{"id":"https://openalex.org/I4210135985","display_name":"Shanghai University of Medicine and Health Sciences","ror":"https://ror.org/03ns6aq57","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210135985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Hong","raw_affiliation_strings":["School of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, P.R. China","Shanghai Key Laboratory of Health Identification and Assessment, Shanghai, 201203, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, P.R. China","institution_ids":["https://openalex.org/I4210098460"]},{"raw_affiliation_string":"Shanghai Key Laboratory of Health Identification and Assessment, Shanghai, 201203, P.R. China","institution_ids":["https://openalex.org/I4210135985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108967273","display_name":"Rong Lyu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098460","display_name":"Shanghai University of Traditional Chinese Medicine","ror":"https://ror.org/00z27jk27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210098460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Lyu","raw_affiliation_strings":["School of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, P.R. China","institution_ids":["https://openalex.org/I4210098460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100662109","display_name":"Yiqin Wang","orcid":"https://orcid.org/0000-0002-0280-7495"},"institutions":[{"id":"https://openalex.org/I4210098460","display_name":"Shanghai University of Traditional Chinese Medicine","ror":"https://ror.org/00z27jk27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210098460"]},{"id":"https://openalex.org/I4210135985","display_name":"Shanghai University of Medicine and Health Sciences","ror":"https://ror.org/03ns6aq57","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210135985"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi-Qin Wang","raw_affiliation_strings":["School of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, P.R. China","Shanghai Key Laboratory of Health Identification and Assessment, Shanghai, 201203, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, P.R. China","institution_ids":["https://openalex.org/I4210098460"]},{"raw_affiliation_string":"Shanghai Key Laboratory of Health Identification and Assessment, Shanghai, 201203, P.R. China","institution_ids":["https://openalex.org/I4210135985"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101605362","display_name":"Jin Xu","orcid":"https://orcid.org/0000-0002-6021-5551"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]},{"id":"https://openalex.org/I4210098460","display_name":"Shanghai University of Traditional Chinese Medicine","ror":"https://ror.org/00z27jk27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210098460"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jin Xu","raw_affiliation_strings":["School of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, P.R. China. xujin3264@hotmail.com","Shanghai Key Laboratory of Health Identification and Assessment, Shanghai, 201203, P.R. China. xujin3264@hotmail.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, P.R. China. xujin3264@hotmail.com","institution_ids":["https://openalex.org/I4210098460"]},{"raw_affiliation_string":"Shanghai Key Laboratory of Health Identification and Assessment, Shanghai, 201203, P.R. China. xujin3264@hotmail.com","institution_ids":["https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5101605362"],"corresponding_institution_ids":["https://openalex.org/I113940042","https://openalex.org/I4210098460"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":6.0284,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.97066157,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"24","issue":"1","first_page":"256","last_page":"256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10924","display_name":"Cardiovascular Health and Disease Prevention","score":0.9065999984741211,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular 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/T10924","display_name":"Cardiovascular Health and Disease Prevention","score":0.9065999984741211,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular 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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.03759999945759773,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.010900000110268593,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/coronary-artery-disease","display_name":"Coronary artery disease","score":0.8353530764579773},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6628437638282776},{"id":"https://openalex.org/keywords/cad","display_name":"CAD","score":0.5932733416557312},{"id":"https://openalex.org/keywords/cause-of-death","display_name":"Cause of death","score":0.5859054327011108},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5140827298164368},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.506567120552063},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.47407785058021545},{"id":"https://openalex.org/keywords/artery","display_name":"Artery","score":0.439565509557724},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.3326304256916046}],"concepts":[{"id":"https://openalex.org/C2778213512","wikidata":"https://www.wikidata.org/wiki/Q844935","display_name":"Coronary artery disease","level":2,"score":0.8353530764579773},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6628437638282776},{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.5932733416557312},{"id":"https://openalex.org/C29374701","wikidata":"https://www.wikidata.org/wiki/Q1931388","display_name":"Cause of death","level":3,"score":0.5859054327011108},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5140827298164368},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.506567120552063},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.47407785058021545},{"id":"https://openalex.org/C2776820930","wikidata":"https://www.wikidata.org/wiki/Q9655","display_name":"Artery","level":2,"score":0.439565509557724},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.3326304256916046},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002681","descriptor_name":"China","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002681","descriptor_name":"China","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002681","descriptor_name":"China","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002681","descriptor_name":"China","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003324","descriptor_name":"Coronary Artery Disease","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D003324","descriptor_name":"Coronary Artery Disease","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D003324","descriptor_name":"Coronary Artery Disease","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D003324","descriptor_name":"Coronary Artery Disease","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"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":"D006973","descriptor_name":"Hypertension","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D006973","descriptor_name":"Hypertension","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D006973","descriptor_name":"Hypertension","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D006973","descriptor_name":"Hypertension","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017534","descriptor_name":"Radial Artery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017534","descriptor_name":"Radial Artery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017534","descriptor_name":"Radial Artery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017534","descriptor_name":"Radial Artery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063177","descriptor_name":"Pulse Wave Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063177","descriptor_name":"Pulse Wave Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063177","descriptor_name":"Pulse Wave Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063177","descriptor_name":"Pulse Wave Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12911-024-02666-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02666-1","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12911-024-02666-1.pdf","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:39285363","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39285363","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":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11403788","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11403788","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11403788/pdf/12911_2024_Article_2666.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Inform Decis Mak","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:aa428289c49a4c078a09504e3f0fafdc","is_oa":true,"landing_page_url":"https://doaj.org/article/aa428289c49a4c078a09504e3f0fafdc","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 24, Iss 1, Pp 1-21 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12911-024-02666-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02666-1","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12911-024-02666-1.pdf","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5799999833106995,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G388056506","display_name":null,"funder_award_id":"21DZ2271000","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4483461625","display_name":null,"funder_award_id":"81673880","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"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":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402581916.pdf"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W146900863","https://openalex.org/W171143577","https://openalex.org/W1967379861","https://openalex.org/W1977584525","https://openalex.org/W2012920796","https://openalex.org/W2025385719","https://openalex.org/W2056132907","https://openalex.org/W2066442598","https://openalex.org/W2081676416","https://openalex.org/W2090983316","https://openalex.org/W2103458804","https://openalex.org/W2154642881","https://openalex.org/W2157762388","https://openalex.org/W2166692119","https://openalex.org/W2168630917","https://openalex.org/W2177870565","https://openalex.org/W2324841714","https://openalex.org/W2487770199","https://openalex.org/W2500026892","https://openalex.org/W2513725953","https://openalex.org/W2620624964","https://openalex.org/W2755578304","https://openalex.org/W2787894218","https://openalex.org/W2788480863","https://openalex.org/W2886522935","https://openalex.org/W2901721836","https://openalex.org/W2904998747","https://openalex.org/W2911495555","https://openalex.org/W2911964244","https://openalex.org/W2914874661","https://openalex.org/W2934302500","https://openalex.org/W2936013991","https://openalex.org/W2938754582","https://openalex.org/W2953505302","https://openalex.org/W2969625533","https://openalex.org/W2981877034","https://openalex.org/W2981992870","https://openalex.org/W2991164416","https://openalex.org/W2999309192","https://openalex.org/W3009207988","https://openalex.org/W3035804866","https://openalex.org/W3042885620","https://openalex.org/W3094293909","https://openalex.org/W3105187666","https://openalex.org/W3108663713","https://openalex.org/W3120612218","https://openalex.org/W3148700475","https://openalex.org/W3177367566","https://openalex.org/W3215088586","https://openalex.org/W4206381481","https://openalex.org/W4206995113","https://openalex.org/W4281864796","https://openalex.org/W4283800250","https://openalex.org/W4285501109","https://openalex.org/W4286220122","https://openalex.org/W4312115139","https://openalex.org/W4316174535","https://openalex.org/W4318755478","https://openalex.org/W4360808621","https://openalex.org/W4377832988","https://openalex.org/W4380201984","https://openalex.org/W4380991379","https://openalex.org/W4384120304","https://openalex.org/W4384924330","https://openalex.org/W4386084492","https://openalex.org/W4387078302","https://openalex.org/W4387639149","https://openalex.org/W4388627196"],"related_works":["https://openalex.org/W2334610590","https://openalex.org/W2320366403","https://openalex.org/W3204197061","https://openalex.org/W4251350712","https://openalex.org/W637098845","https://openalex.org/W2410116073","https://openalex.org/W3044972437","https://openalex.org/W4230876021","https://openalex.org/W3213079724","https://openalex.org/W2437204278"],"abstract_inverted_index":{"Coronary":[0],"artery":[1,226],"disease":[2,21],"(CAD)":[3],"is":[4,38],"a":[5,23,247,256],"major":[6],"global":[7],"cardiovascular":[8],"health":[9],"threat":[10],"and":[11,47,71,89,127,167,217,236,259],"the":[12,32,51,101,139,145],"leading":[13,33],"cause":[14,34],"of":[15,35,54,76,175],"death":[16],"in":[17,26],"many":[18],"countries.":[19],"The":[20,73,84,134,170],"has":[22,30],"significant":[24],"impact":[25],"China,":[27],"where":[28],"it":[29],"become":[31],"death.":[36],"There":[37],"an":[39],"urgent":[40],"need":[41],"to":[42,99,232,250],"develop":[43],"non-invasive,":[44,258],"rapid,":[45],"cost-effective,":[46],"reliable":[48],"techniques":[49],"for":[50],"early":[52],"detection":[53],"CAD":[55,237,252],"using":[56,91,240,255],"machine":[57],"learning":[58],"(ML).":[59],"Six":[60],"hundred":[61],"eight":[62],"participants":[63,81,238],"were":[64,86,97],"divided":[65],"into":[66],"three":[67],"groups:":[68],"healthy,":[69,234],"hypertensive,":[70],"CAD.":[72],"raw":[74],"data":[75,85],"pulse":[77,227],"wave":[78,228],"from":[79],"those":[80],"was":[82],"collected.":[83],"de-noised,":[87],"normalized,":[88],"analyzed":[90],"several":[92],"applications.":[93],"Seven":[94],"ML":[95],"classifiers":[96],"used":[98,231],"model":[100,177],"processed":[102],"data,":[103],"including":[104],"Decision":[105,113],"Tree":[106,114],"(DT),":[107],"Random":[108],"Forest":[109],"(RF),":[110],"Gradient":[111,120,124],"Boosting":[112,121,125,129],"(GBDT),":[115],"Extra":[116,135,241],"Trees":[117,136,242],"(ET),":[118],"Extreme":[119],"(XGBoost),":[122],"Light":[123],"(LightGBM),":[126],"Unbiased":[128],"with":[130],"Categorical":[131],"Features":[132],"(CatBoost).":[133],"classifier":[137],"demonstrated":[138],"best":[140],"classification":[141],"performance.":[142],"After":[143],"tunning,":[144],"results":[146],"performance":[147],"evaluation":[148],"on":[149],"test":[150],"set":[151],"are:":[152],"0.8579":[153],"accuracy,":[154],"0.9361":[155],"AUC,":[156],"0.8561":[157],"recall,":[158],"0.8581":[159],"precision,":[160],"0.8571":[161],"F1":[162],"score,":[163],"0.7859":[164],"kappa":[165],"coefficient,":[166],"0.7867":[168],"MCC.":[169],"top":[171],"10":[172],"feature":[173],"importances":[174],"ET":[176],"are":[178],"w":[179,216],"/":[180,186,195,208,221],"t":[181,184,187,190,193,196,205,209,212,218,222],"1":[182,197,223],",":[183,189,192,198,200,204,211,215],"3":[185,194],"max":[188,191,210],"As":[199],"h":[201],"f":[202,206,213,219],"/3":[203,207,220],"/5":[214],".":[224],"Radial":[225],"can":[229],"be":[230],"identify":[233],"hypertensive":[235],"by":[239,254],"Classifier.":[243],"This":[244],"method":[245],"provides":[246],"potential":[248],"pathway":[249],"recognize":[251],"patients":[253],"simple,":[257],"cost-effective":[260],"technique.":[261]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":9}],"updated_date":"2026-06-24T13:16:06.693445","created_date":"2025-10-10T00:00:00"}