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
相关论文
共 50 条
  • [41] Mathematical Modeling and Validation in Physiology Applications to the Cardiovascular and Respiratory Systems Preface
    Batzel, Jerry J.
    Bachar, Mostafa
    Kappel, Franz
    MATHEMATICAL MODELING AND VALIDATION IN PHYSIOLOGY: APPLICATIONS TO THE CARDIOVASCULAR AND RESPIRATORY SYSTEMS, 2013, 2064 : V - IX
  • [42] Quantitative relationship between cardiovascular fitness and endothelial function
    Chan, SY
    Brozic, A
    Kingsbury, KJ
    Johnson, F
    Barr, S
    Mancini, GBJ
    Frohlich, JP
    Ignaszewski, AP
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2000, 35 (02) : 272A - 272A
  • [43] RELATIONSHIP OF NEUROTROPIC FOOT ULCERS TO CARDIOVASCULAR AUTONOMIC FUNCTION
    PFEIFER, M
    GELBER, D
    SCHRAGE, J
    SCHUMER, M
    DIABETES, 1993, 42 : A103 - A103
  • [44] The relationship of endocrine and cardiovascular function and temperament in young children
    Frye, CJ
    Zugin, ZC
    Locke, RL
    Beguhn, GM
    Davidson, RJ
    Goldsmith, HH
    PSYCHOPHYSIOLOGY, 2004, 41 : S58 - S58
  • [45] Mathematical modeling of cardio-oncology: Modeling the systemic effects of cancer therapeutics on the cardiovascular system
    Casson, Camara L.
    John, Sofia A.
    Ferrall-Fairbanks, Meghan C.
    SEMINARS IN CANCER BIOLOGY, 2023, 97 : 30 - 41
  • [46] Modeling of the grip/texture relationship as function of speed
    Modelisation de la relation adherence/texture en fonction de la vitesse
    Delanne, Yves, 1600,
  • [47] Prediction of the stability of badminton net via numerical and mathematical modeling
    Cui, Ke
    Yuan, Jiao
    Liu, Liang
    ADVANCES IN CONCRETE CONSTRUCTION, 2023, 15 (02) : 127 - 135
  • [48] Computerized responses of spinning NEMS via numerical and mathematical modeling
    Zhou, Lingao
    STRUCTURAL ENGINEERING AND MECHANICS, 2022, 82 (05) : 629 - 641
  • [49] A mathematical modeling of the mitochondrial proton leak via quantum tunneling
    Abdallat, Mahmoud
    Qaswal, Abdallah Barjas
    Eftaiha, Majed
    Qamar, Abdel Rahman
    Alnajjar, Qusai
    Sallam, Rawand
    Kollab, Lara
    Masa'deh, Mohammad
    Amayreh, Anas
    Mihyar, Hiba
    Aboushakra, Hesham
    Alkelani, Bayan
    Owaimer, Rawan
    Abd-Alhadi, Mohannad
    Ireiqat, Salwa
    Turk, Fahed
    Daoud, Ahmad
    Darawsheh, Bashar
    Hiasat, Ahmad
    Alhalaki, Majd
    Abdallat, Shahem
    Hamad, Salsabiela Bani
    Murshidi, Rand
    AIMS BIOPHYSICS, 2024, 11 (02): : 189 - 233
  • [50] Modeling, description, and characterization of fractal pore via mathematical morphology
    Teo, Lay Lian
    Sagar, B. S. Daya
    DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2006, 2006