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A ballistocardiogram measurement system for home monitoring: design, performance, and evaluation
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  • 作者:Xinrong Cao (1)
    Jie Wang (1)
    Xianwen Zhang (1)
    Jintian Tang (1)
  • 关键词:Ballistocardiogram ; Heart monitoring ; Respiration rate ; Maximum likelihood method ; Signal to noise ratio ; Ensemble average
  • 刊名:Chinese Science Bulletin
  • 出版年:2014
  • 出版时间:August 2014
  • 年:2014
  • 卷:59
  • 期:23
  • 页码:2909-2917
  • 全文大小:551 KB
  • 参考文献:1. Mongan JJ, Ferris TG, Lee TH (2008) Options for slowing the growth of health carecosts. N Engl J Med 358:1509-514 CrossRef
    2. El-Sherif A, El-Said G (1971) Jugular, hepatic, and precordial pulsations in constrictive pericarditis. Br Heart J 33:305-12
    3. Bruser C, Stadlthanner K, Brauers A et al (2010) Applying machine learning to detect individual heart beats in ballistocardiograms. In: Armentano R, Hudson D, Monzon J (eds) 32nd annual international conference of the IEEE Engineering in Medicine and Biology Society, September 1-, Buenos Aires. IEEE, pp 1926-929
    4. Gonzalez-Landaeta R, Casas O, Pallas-Areny R (2008) Heart rate detection from an electronic weighing scale. Physiol Meas 29:979-89 CrossRef
    5. Shin JH, Hwang SH, Chang MH et al (2011) Heart rate variability analysis using a ballistocardiogram during valsalva maneuver and post exercise. Physiol Meas 32:1239-265 CrossRef
    6. Etemadi M, Inan OT, Giovangrandi L et al (2011) Rapid assessment of cardiac contractility on a home bathroom scale. IEEE Trans Inf Technol B 15:864-69 CrossRef
    7. Gordon JW (1877) Certain molar movements of the human body produced by the circulation of the blood. J Eng Technol 11:533-36
    8. Starr I, Rawson AJ, Schroeder HA et al (1939) Studies on the estimation of cardiac output in man, and of abnormalities in cardiac function, from the heart’s recoil and the blood’s impacts; the ballistocardiogram. Am J Physiol 127:1-8
    9. Starr I, Horwitz O, Mayock RL et al (1950) Standardization of the ballistocardiogram by simulation of the heart’s function at necropsy; with a clinical method for the estimation of cardiac strength and normal standards for it. Circulation 1:1073-096 CrossRef
    10. Starr I, Wood FC (1961) Twenty-year studies with the ballistocardiograph: the relation between the amplitude of the first record of “healthy-adults and eventual mortality and morbidity from heart disease. Circulation 23:714-32 CrossRef
    11. Mandelbaum H, Mandelbaum RA (1953) Studies utilizing the portable electromagnetic ballistocardiograph: IV. The clinical significance of serial ballistocardiograms following acute myocardial infarction. Circulation 7:910-15 CrossRef
    12. McKay WPS, Gregson PH, McKay BWS et al (1999) Sternal acceleration ballistocardiography and arterial pressure wave analysis to determine stroke volume. Clin Invest Med 22:4-4
    13. Giovangrandi L, Inan OT, Wiard RM et al (2011) Ballistocardiography—a method worth revisiting. In: Bonato P (eds) 2011 IEEE annual international conference of the Engineering in Medicine and Biology Society (EMBC), 2011 August 30 to September 03, Boston, pp 4279-282
    14. Inan OT, Etemadi M, Wiard RM et al (2009) Robust ballistocardiogram acquisition for home monitoring. Physiol Meas 30:169-85 CrossRef
    15. Watanabe K, Watanabe T, Watanabe H et al (2005) Noninvasive measurement of heartbeat, respiration, snoring and body movements of a subject in bed via a pneumatic method. IEEE Trans Biomed Eng 52:2100-107 CrossRef
    16. Junnila S, Akhbardeh A, V?rri A (2009) An electromechanical film sensor based wireless ballistocardiographic chair: implementation and performance. J Signal Process Syst 57:305-20 CrossRef
    17. Postolache OA, Girao PMBS, Mendes J et al (2010) Physiological parameters measurement based on wheelchair embedded sensors and advanced signal processing. IEEE Instrum Meas 59:2564-574 CrossRef
    18. Su J, Zhu X, Zhang X et al (2009) Ballistocardiogram measurement system using three load-cell sensors platform in chair. In: 2nd international conference on image and signal processing and the 2nd international conference on BioMedical Engineering and Informatics, October 17-9, Tianjin. IEEE, pp 1-
    19. Cao X, Guo H, Tang J (2012) Heart rate extraction of ballistocardiogram based on Hilbert–Huang transformation. In: World congress on medical physics and biomedical engineering, 2012 May 26-1, Beijing. IEEE, pp 1-
    20. Elstad M (2012) Respiratory variations in pulmonary and systemic blood flow in healthy humans. Acta Physiol 205:341-48 CrossRef
    21. Pan J, Tompkins WJ (1985) A real-time QRS detection algorithm. IEEE Trans Biomed Eng 32:230-36 CrossRef
    22. Starr I, Friedland CK (1946) On the cause of the respiratory variation of the ballistocardiogram, with a note on sinus arrhythmia. J Clin Invest 25:53-4 CrossRef
    23. Tavakolian K, Vaseghi A, Kaminska B (2008) Improvement of ballistocardiogram processing by inclusion of respiration information. Physiol Meas 29:771-82 CrossRef
    24. Kim JM, Hong JH, Cho MC et al (2007) Wireless biomedical signal monitoring device on wheelchair using noncontact electro-mechanical film sensor. In: Dittmar A, Lovell N, Clark J (eds) IEEE 29th annual international conference of the Engineering in Medicine and Biology Society, 2007 August 22-6, Lyon. IEEE, pp 574-77
    25. Inan OT, Etemadi M, Widrow B et al (2009) Adaptive cancellation of floor vibrations in standing ballistocardiogram measurements using a seismic sensor as a noise reference. IEEE Trans Biomed Eng 57:722-27 CrossRef
    26. Alamets? J, Palom?ki A, Viik J (2011) Short and longer term repeatability of ballistocardiography in a sitting position with EMFi sensor. Med Biol Eng Comput 49:881-89 CrossRef
    27. Bershad NJ, Rockmore AJ (1974) On estimating signal-to-noise ratio using the sample correlation coefficient (Corresp.). IEEE Trans Inform Theory 20:112-13 CrossRef
    28. Tzeng YC, Larsen PD, Galletly DC (2003) Cardioventilatory coupling in resting human subjects. Exp Physiol 88:775-82 CrossRef
    29. Camargo EE, Harrison KS, Wagner Jr HN et al (1980) Noninvasive beat to beat monitoring of left ventricular function by a nonimaging nuclear detector during premature ventricular contractions. Am J Cardiol 45:1219-224
    30. Lorenz CH, Walker ES, Morgan VL et al (1999) Normal human right and left ventricular mass, systolic function, and gender differences by cine magnetic resonance imaging. J Cardiovasc Magn Reson 1:7-1 CrossRef
    31. Sandstede J, Lipke C, Beer M et al (2000) Age- and gender-specific differences in left and right ventricular cardiac function and mass determined by cine magnetic resonance imaging. Eur Radiol 10:438-42 CrossRef
    32. Prisk GK, Verhaeghe S, Padeken D et al (2001) Three-dimensional ballistocardiography and respiratory motion in sustained microgravity. Aviat Sp Environ Med 72:1067-074
    33. Alamets? J, Viik J, Alakare J et al (2008) Ballistocardiography in sitting and horizontal positions. Physiol Meas 29:1071-088 CrossRef
    34. Kim HJ, Vignon-Clementel IE, Figueroa CA et al (2009) On coupling a lumped parameter heart model and a three-dimensional finite element aorta model. Ann Biomed Eng 37:2153-169 CrossRef
  • 作者单位:Xinrong Cao (1)
    Jie Wang (1)
    Xianwen Zhang (1)
    Jintian Tang (1)

    1. Institute of Medical Physics and Engineering, Tsinghua University, Beijing, 100084, China
  • ISSN:1861-9541
文摘
We present a ballistocardiogram (BCG) measurement system for obtaining the BCG signal. The performance of the BCG measurement system was tested, including the dynamic response frequency of the platform (32?Hz with a 75?kg load), and the signal to noise ratio of the system (minimum 23?dB). Factors that could influence BCG recording during measurement were investigated by collecting data from 48 healthy subjects (28 males and 20 females). The basic features of the BCG signal, such as the amplitude and time interval, were extracted, and differences by gender were analyzed. A correlation between the IJ amplitude (amplitude difference between I- and J-peak) and the respiration phase was found (R 2?=?0.49). The BCG signals for both sitting (SiBCG) and standing (StBCG) postures were obtained using this system. These showed that the StBCG amplitudes were larger than those of SiBCG but there was no significant difference in the time intervals. The robustness of our system was verified, and its potential for non-invasive cardiac activity monitoring was demonstrated.

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