Machine learning and statistical approaches for classification of risk of coronary artery disease using plasma cytokines

被引：0

作者：

Seema Singh Saharan

Pankaj Nagar

Kate Townsend Creasy

Eveline O. Stock

James Feng

Mary J. Malloy

John P. Kane

机构：

[1] University of Rajasthan,Department of Statistics

[2] Voluntary Data Scientist UCSF Kane Lab,Department of Medicine, Cardiovascular Research Institute

[3] UC Berkeley Extension,Departments of Medicine and Pediatrics, Cardiovascular Research Institute

[4] University of California,Department of Medicine, Department of Biochemistry and Biophysics, Cardiovascular Research Institute

[5] University of California,undefined

[6] University of California,undefined

来源：

BioData Mining | / 14卷

关键词：

CAD; ML; k-NN; Random Forest; Distance metrics; k-fold cross validation; Classification; AUROC; Confidence interval; Plasma cytokines; ROSE;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

引用

共 29 条

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