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Abstract <p>This article aims to systematize the methods for the timeseries (TS) variability analysis, as employed in physiological andbiomedical research. We propose a classification of these methods,describe linear and nonlinear TS analysis techniques, and provideexamples of their biomedical application. The presented informationis supposed to be helpful for future researchers in gaining a comprehensive knowledgeof the latest trends in biomedical TS analysis and prospects fortheir application.</p>

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Methods of Biomedical Time Series Variability Analysis

  • 期刊论文

  • 发表日期：

    2026年4月19日

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  • V. G. Grishin,
  • O. V. Grishin,
  • V. S. Nikultsev,
  • M. Yu. Islamova

摘要

Abstract

This article aims to systematize the methods for the timeseries (TS) variability analysis, as employed in physiological andbiomedical research. We propose a classification of these methods,describe linear and nonlinear TS analysis techniques, and provideexamples of their biomedical application. The presented informationis supposed to be helpful for future researchers in gaining a comprehensive knowledgeof the latest trends in biomedical TS analysis and prospects fortheir application.