Linear multivariate models for physiological signal analysis: Applications

Korhonen I., Mainardi L., Baselli G., Bianchi A., Loula P., Carrault G.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, vol.51, no.1-2, pp.121-130, 1996 (SCI-Expanded) identifier

  • Publication Type: Article / Article
  • Volume: 51 Issue: 1-2
  • Publication Date: 1996
  • Doi Number: 10.1016/0169-2607(96)01767-1
  • Journal Name: COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
  • Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Page Numbers: pp.121-130
  • Keywords: multivariate, linear, modelling, spectral analysis, spectral decomposition, dynamic, POWER SPECTRUM ANALYSIS, HEART-RATE VARIABILITY, BLOOD-PRESSURE
  • Istanbul University Affiliated: No

Abstract

Some applications of linear multivariate modelling methods in the analysis of physiological signals are presented. These applications illustrate the methods in the analysis of cardiovascular dynamics, which has been one of the main application fields of the multivariate modelling during the last ten years. It is demonstrated that physiologically meaningful information about the causal interactions in the cardiovascular system can be drawn from the routinely available clinical signals. Both static and dynamic conditions are considered.