selection informative heart rate variability measures -markers of reaction to emotional stimuli

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ID: 235292
2016
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Abstract
On the basis of multivariate statistical analysis developed method for the separation of informative indicators of heart rate variability (HRV), which have diagnostic value for the objective assessment of operator's emotional reaction from watching emotive videos. The technique consists of two stages: 1) multivariate analysis of variance; 2) stepwise discriminate analysis with different strategies of feature selection. The total average classification accuracy 4 states of operators by 10 informative indices (two of which are indicators of the results of self -report and other indicators HRV) reached 95.7 %.
Reference Key
krivova2016medinaselection Use this key to autocite in the manuscript while using SciMatic Manuscript Manager or Thesis Manager
Authors ;O. A. Krivova;I. A. Chaikovsky;V. V. Kalnysh;L. M. Kozak
Journal journal of materials science: materials in electronics
Year 2016
DOI
10.11603/mie.1996-1960.2016.2.6480
URL
http://ojs.tdmu.edu.ua/index.php/here/article/view/6480
Keywords
medical informatics computer applications to medicine

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