Title :
Cardiovascular variability modelling: some fundamental concepts
Author :
Seydnejad, Saeid R. ; Kitney, Richard I.
Author_Institution :
Dept. of Biol. & Med. Syst., Imperial Coll. of Sci., Technol. & Med., London, UK
fDate :
29 Oct-1 Nov 1998
Abstract :
In parallel with individual analysis of the variability signals, namely; heart rate variability (HRV), blood pressure variation (BPV) and lung volume (LV), illustration of a systemic representation to depict their mutual interactions has been of increasing prominence. Various parametric and nonparametric methods have been employed to find a satisfactory relationship between the variability signals and their origins. However, it seems that some of the fundamental concepts, critical in modelling and identification, have been overlooked in this regard. The main purpose of this paper is the presentation of a conceptual discussion about some of these issues including the large signal and small signal cardiovascular modelling, proper definition of the variability signals, and lumped and distributed modelling
Keywords :
cardiovascular system; identification; physiological models; pulsatile flow; time series; blood pressure variation; cardiovascular variability modelling; circulatory model; distributed modelling; heart rate variability; large signal cardiovascular modelling; lumped modelling; lung volume; mutual interactions; neural sub-model; pulsatile flow; small signal cardiovascular modelling; systemic representation; time series; Blood flow; Blood pressure; Cardiology; Cardiovascular system; Frequency; Heart rate; Heart rate variability; Immune system; Predictive models; Pressure control;
Conference_Titel :
Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE
Conference_Location :
Hong Kong
Print_ISBN :
0-7803-5164-9
DOI :
10.1109/IEMBS.1998.745900