Using a machine learning-based risk prediction model to analyze the coronary artery calcification score and predict coronary heart disease and risk assessment.

Huang, Yue; Ren, YingBo; Yang, Hai; Ding, YiJie; Liu, Yan; Yang, YunChun; Mao, AnQiong; Yang, Tan; Wang, YingZi; Xiao, Feng; He, QiZhou; Zhang, Ying

Huang, Yue; Ren, YingBo; Yang, Hai; Ding, YiJie; Liu, Yan; Yang, YunChun; Mao, AnQiong; Yang, Tan; Wang, YingZi; Xiao, Feng; He, QiZhou; Zhang, Ying.

Afiliação

Huang Y; Department of Anesthesiology, Hospital (T.C.M) Affiliated to Southwest Medical University, Luzhou, 646000, Sichuan, China.
Ren Y; Department of Anesthesiology, Hospital (T.C.M) Affiliated to Southwest Medical University, Luzhou, 646000, Sichuan, China.
Yang H; Department of Anesthesiology, Hospital (T.C.M) Affiliated to Southwest Medical University, Luzhou, 646000, Sichuan, China.
Ding Y; Yangtze Delta Region Institute (Quzhou), University of Electronic Science and Technology of China, 324000, Quzhou, Zhejiang, China.
Liu Y; Department of Anesthesiology, Hospital (T.C.M) Affiliated to Southwest Medical University, Luzhou, 646000, Sichuan, China.
Yang Y; Department of Anesthesiology, Hospital (T.C.M) Affiliated to Southwest Medical University, Luzhou, 646000, Sichuan, China.
Mao A; Department of Anesthesiology, Hospital (T.C.M) Affiliated to Southwest Medical University, Luzhou, 646000, Sichuan, China.
Yang T; Department of Cardiac and Vascular Surgery, Hospital (T.C.M) Affiliated to Southwest Medical University, Luzhou, 646000, Sichuan, China.
Wang Y; Southwest Medical University, Luzhou, 646099, Sichuan, China.
Xiao F; Southwest Medical University, Luzhou, 646099, Sichuan, China.
He Q; Department of Radiology,Hospital (T.C.M) Affiliated to Southwest Medical University, Luzhou, 646000, Sichuan, China. Electronic address: lyhqz0806@163.com.
Zhang Y; Department of Anesthesiology, Hospital (T.C.M) Affiliated to Southwest Medical University, Luzhou, 646000, Sichuan, China. Electronic address: zhangying021210@163.com.

Comput Biol Med ; 151(Pt B): 106297, 2022 12.

Article em En | MEDLINE | ID: mdl-36435054

Assuntos

Doença da Artéria Coronariana; Calcificação Vascular; Humanos; Calcificação Vascular/diagnóstico por imagem; Estudos Retrospectivos; Valor Preditivo dos Testes; Fatores de Risco; Doença da Artéria Coronariana/diagnóstico por imagem; Medição de Risco; Aprendizado de Máquina

Palavras-chave

Coronary artery calcification score (CACS); Coronary artery calcification(CAC); Coronary artery computed tomography angiography (CCTA); Coronary atherosclerotic heart disease(CHD); Machine learning(ML)

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google

Texto completo: 1 Temas: ECOS / Aspectos_gerais Bases de dados: MEDLINE Assunto principal: Doença da Artéria Coronariana / Calcificação Vascular Tipo de estudo: Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Aspecto: Patient_preference Limite: Humans Idioma: En Revista: Comput Biol Med Ano de publicação: 2022 Tipo de documento: Article País de afiliação: China

Texto completo

Imprimir

XML

PubMed Links

Buscar no Google