Key result
A proposed closed-loop mathematical model successfully simulated ballistocardiogram signals that exhibited typical peaks and showed good qualitative and quantitative agreement with experimental measurements.
Why the study?
Quantitative methods for the clinical interpretation of the ballistocardiogram were needed.
Answers are grounded in this paper and cite their sources.
A closed-loop mathematical model successfully captures the predominant features of BCG signals and can predict pathological changes based on fundamental mechanisms in cardiovascular physiology.
OBJECTIVE: To develop quantitative methods for the clinical interpretation of the ballistocardiogram (BCG). METHODS: A closed-loop mathematical model of the cardiovascular system is proposed to theoretically simulate the mechanisms generating the BCG signal, which is then compared with the signal acquired via accelerometry on a suspended bed. RESULTS: Simulated arterial pressure waveforms and ventricular functions are in good qualitative and quantitative agreement with those reported in the clinical literature. Simulated BCG signals exhibit the typical I, J, K, L, M, and N peaks and show good qualitative and quantitative agreement with experimental measurements. Simulated BCG signals associated with reduced contractility and increased stiffness of the left ventricle exhibit different changes that are characteristic of the specific pathological condition. CONCLUSION: The proposed closed-loop model captures the predominant features of BCG signals and can predict pathological changes on the basis of fundamental mechanisms in cardiovascular physiology. SIGNIFICANCE: This paper provides a quantitative framework for the clinical interpretation of BCG signals and the optimization of BCG sensing devices. The present paper considers an average human body and can potentially be extended to include variability among individuals.
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Guidoboni et al. (2019) studied Healthy (n=1). Closed-loop mathematical model of the cardiovascular system vs. Experimental measurements (accelerometry on a suspended bed) was evaluated on Ballistocardiogram (BCG) signal simulation. A proposed closed-loop mathematical model successfully simulated ballistocardiogram signals that exhibited typical peaks and showed good qualitative and quantitative agreement with experimental measurements.
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