Cardiovascular Function and Ballistocardiogram: A Relationship Interpreted via Mathematical Modeling

被引:36
|
作者
Guidoboni, Giovanna [1 ,2 ]
Sala, Lorenzo [3 ]
Enayati, Moein [1 ]
Sacco, Riccardo [4 ]
Szopos, Marcela [5 ]
Keller, James M. [1 ]
Popescu, Mihail [6 ]
Despins, Laurel [7 ]
Huxley, Virginia H. [8 ]
Skubic, Marjorie [1 ]
机构
[1] Univ Missouri, Dept Elect Engn & Comp Sci, Columbia, MO 65211 USA
[2] Univ Missouri, Dept Math, Columbia, MO 65211 USA
[3] Univ Strasbourg, UMR CNRS 7501, IRMA, Strasbourg, France
[4] Politecn Milan, Dipartimento Matemat, Milan, Italy
[5] Univ Paris 05, Lab Map5, Sorbonne Paris Cite, UMR CNRS 8145, Paris, France
[6] Univ Missouri, Dept Hlth Management & Informat, Columbia, MO 65211 USA
[7] Univ Missouri, Sinclair Sch Nursing, Columbia, MO 65211 USA
[8] Univ Missouri, Dept Med Pharmacol & Physiol, Columbia, MO 65211 USA
关键词
Ballistocardiogram; physically-based mathematical model; cardiovascular physiology; accelerometry; suspended bed; CLOSED-LOOP MODEL; DIASTOLIC FUNCTION; HEART-FAILURE; BLOOD-FLOW; SYSTEM; SIMULATION;
D O I
10.1109/TBME.2019.2897952
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
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.
引用
收藏
页码:2906 / 2917
页数:12
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