Forcecardiography: A Novel Technique to Measure Heart Mechanical Vibrations onto the Chest Wall

被引:34
作者
Andreozzi, Emilio [1 ,2 ]
Fratini, Antonio [3 ]
Esposito, Daniele [1 ,2 ]
Naik, Ganesh [4 ]
Polley, Caitlin [5 ]
Gargiulo, Gaetano D. [4 ,5 ]
Bifulco, Paolo [1 ,2 ]
机构
[1] Univ Naples Federico II, Dept Elect Engn & Informat Technol, Via Claudio 21, I-80125 Naples, Italy
[2] Ist Clin Sci Maugeri SpA Soc Benefit, Via S Maugeri 10, I-1027100 Pavia, Italy
[3] Aston Univ, Biomed Engn, Sch Life & Hlth Sci, Birmingham B4 7ET, W Midlands, England
[4] Western Sydney Univ, MARCS Inst, Penrith, NSW 2751, Australia
[5] Western Sydney Univ, Sch Comp Engn & Math, Penrith, NSW 2747, Australia
关键词
seismocardiography; force-sensitive resistor; non-invasive sensor; cardiac monitoring; cardiac function; LEFT-VENTRICULAR FUNCTION; SEISMOCARDIOGRAM;
D O I
10.3390/s20143885
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
This paper presents forcecardiography (FCG), a novel technique to measure local, cardiac-induced vibrations onto the chest wall. Since the 19th century, several techniques have been proposed to detect the mechanical vibrations caused by cardiovascular activity, the great part of which was abandoned due to the cumbersome instrumentation involved. The recent availability of unobtrusive sensors rejuvenated the research field with the most currently established technique being seismocardiography (SCG). SCG is performed by placing accelerometers onto the subject's chest and provides information on major events of the cardiac cycle. The proposed FCG measures the cardiac-induced vibrations via force sensors placed onto the subject's chest and provides signals with a richer informational content as compared to SCG. The two techniques were compared by analysing simultaneous recordings acquired by means of a force sensor, an accelerometer and an electrocardiograph (ECG). The force sensor and the accelerometer were rigidly fixed to each other and fastened onto the xiphoid process with a belt. The high-frequency (HF) components of FCG and SCG were highly comparable (r > 0.95) although lagged. The lag was estimated by cross-correlation and resulted in about tens of milliseconds. An additional, large, low-frequency (LF) component, associated with ventricular volume variations, was observed in FCG, while not being visible in SCG. The encouraging results of this feasibility study suggest that FCG is not only able to acquire similar information as SCG, but it also provides additional information on ventricular contraction. Further analyses are foreseen to confirm the advantages of FCG as a technique to improve the scope and significance of pervasive cardiac monitoring.
引用
收藏
页码:1 / 15
页数:15
相关论文
共 37 条
  • [1] Automatic Detection of Seismocardiogram Sensor Misplacement for Robust Pre-Ejection Period Estimation in Unsupervised Settings
    Ashouri, Hazar
    Inan, Omer T.
    [J]. IEEE SENSORS JOURNAL, 2017, 17 (12) : 3805 - 3813
  • [2] Bifulco P., 2007, P 11 MED C MED BIOM
  • [3] Bifulco P., 2014, IMEKO TC4 INT S, P786
  • [4] Cardiac reflections and natural vibrations: Force-frequency relation recording system in the stress echo lab
    Bombardini T.
    Gemignani V.
    Bianchini E.
    Venneri L.
    Petersen C.
    Pasanisi E.
    Pratali L.
    Pianelli M.
    Faita F.
    Giannoni M.
    Picano E.
    [J]. Cardiovascular Ultrasound, 5 (1)
  • [5] Evaluation of respiratory influences on left ventricular function parameters extracted from echocardiographic acoustic quantification
    Caiani, EG
    Turiel, M
    Muzzupappa, S
    Porta, A
    Baselli, G
    Pagani, M
    Cerutti, S
    Malliani, A
    [J]. PHYSIOLOGICAL MEASUREMENT, 2000, 21 (01) : 175 - 186
  • [6] RELATIONSHIP BETWEEN SEISMOCARDIOGRAM AND ECHOCARDIOGRAM FOR EVENTS IN THE CARDIAC CYCLE
    CROW, RS
    HANNAN, P
    JACOBS, D
    HEDQUIST, L
    SALERNO, DM
    [J]. AMERICAN JOURNAL OF NONINVASIVE CARDIOLOGY, 1994, 8 (01): : 39 - 46
  • [7] D'Addio G, 2019, IEEE ENG MED BIO, P1749, DOI [10.1109/embc.2019.8856739, 10.1109/EMBC.2019.8856739]
  • [8] D'Addio G, 2017, G ITAL MED LAV ERGON, V39, P278
  • [9] A Piezoresistive Array Armband With Reduced Number of Sensors for Hand Gesture Recognition
    Esposito, Daniele
    Andreozzi, Emilio
    Gargiulo, Gaetano D.
    Fratini, Antonio
    D'Addio, Giovanni
    Naik, Ganesh R.
    Bifulco, Paolo
    [J]. FRONTIERS IN NEUROROBOTICS, 2020, 13
  • [10] A Piezoresistive Sensor to Measure Muscle Contraction and Mechanomyography
    Esposito, Daniele
    Andreozzi, Emilio
    Fratini, Antonio
    Gargiulo, Gaetano D.
    Savino, Sergio
    Niola, Vincenzo
    Bifulco, Paolo
    [J]. SENSORS, 2018, 18 (08)