Incorporating inflammatory biomarkers into a prognostic risk score in patients with non-ischemic heart failure: a machine learning approach

Incorporating inflammatory biomarkers into a prognostic risk score in patients with non-ischemic heart failure: a machine learning approach

ObjectivesInflammation is involved in the mechanisms of non-ischemic heart failure (NIHF). We aimed to investigate the prognostic value of 21 inflammatory biomarkers and construct a biomarker risk score to improve risk prediction for patients with NIHF.MethodsPatients diagnosed with NIHF without inf...

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Bibliographic Details
Main Authors: Jiayu Feng, Xuemei Zhao, Boping Huang, Liyan Huang, Yihang Wu, Jing Wang, Jingyuan Guan, Xinqing Li, Yuhui Zhang, Jian Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-08-01
Series:Frontiers in Immunology
Subjects:
biomarker
inflammation
non-ischemic heart failure
predictive model
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fimmu.2023.1228018/full

Internet

https://www.frontiersin.org/articles/10.3389/fimmu.2023.1228018/full

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