Time-domain heart rate dynamics in the prognosis of progressive atherosclerosis.

Journal: Nutrition, metabolism, and cardiovascular diseases : NMCD
PMID: 38403487

Abstract

BACKGROUND AND AIM: The regular uptake of a high-fat diet (HFD) with changing lifestyle causes atherosclerosis leading to cardiovascular diseases and autonomic dysfunction. Therefore, the current study aimed to investigate the correlation of autonomic activity to lipid and atherosclerosis markers. Further, the study proposes a support vector machine (SVM) based model in the prediction of atherosclerosis severity.

Authors

  • Rahul Kumar
  • Yogender Aggarwal
    Department of Bioengineering and Biotechnology, Birla Institute of Technology, Mesra, Ranchi, Jharkhand, India. Electronic address: yaggarwal@bitmesra.ac.in.
  • Vinod Kumar Nigam
    Department of Bioengineering and Biotechnology, Birla Institute of Technology, Mesra, Ranchi, Jharkhand, India. Electronic address: vknigam@bitmesra.ac.in.
  • Rakesh Kumar Sinha

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