Construction of Clinical Predictive Models for Heart Failure Detection Using Six Different Machine Learning Algorithms: Identification of Key Clinical Prognostic Features

Construction of Clinical Predictive Models for Heart Failure Detection Using Six Different Machine Learning Algorithms: Identification of Key Clinical Prognostic Features

Fang Zhou Qu,1 Jiang Ding,2 Xi Feng An,3 Rui Peng,4 Ni He,5 Sheng Liu,1 Xin Jiang5 1Medical School, Xizang Minzu University, Xianyang, People’s Republic of China; 2Institute of Electrical Power Systems, Graz University of Technology, Graz, Austria; 3The First Affiliated Hospital of Jinan University,...

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Bibliographic Details
Main Authors: Qu FZ, Ding J, An XF, Peng R, He N, Liu S, Jiang X
Format: Article
Language:English
Published: Dove Medical Press 2024-12-01
Series:International Journal of General Medicine
Subjects:
left ventricular ejection fractions
logistic regression
blood calcium
area under the curve
correlation analysis
Online Access:https://www.dovepress.com/construction-of-clinical-predictive-models-for-heart-failure-detection-peer-reviewed-fulltext-article-IJGM
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