Artificial intelligence in health care
  • 2020 № 1 Modern methods of analysis and forecasting of time series and use in medicine

    The article is a review of Russian and foreign scientific publications related to the use of methods of analysis and
    forecasting of time series in medicine. 112 major publications over the past 5 years, located on the Internet resources e-library
    and PubMed, are considered. Examples of the application of such methods as exponential smoothing, regression analysis,
    the ARIMA method and their variants for time series analysis are shown. Various approaches to mathematical modeling of
    the time series are presented. The results of the article can be used to select a method of analysis and forecasting time series
    depending on the tasks.

    Authors: Zakharov. S. D. [4] Egorov D. B. [2] Egorova A. O. [1]

    Tags: analysis and forecasting of the time series1 arima2 exponential smoothing1 regression analysis2 time series2

    Read more >