Literature DB >> 30802877

Mitigation of Instrument-Dependent Variability in Ballistocardiogram Morphology: Case Study on Force Plate and Customized Weighing Scale.

Yang Yao, Zahra Ghasemi, Md Mobashir Hasan Shandhi, Hazar Ashouri, Lisheng Xu, Ramakrishna Mukkamala, Omer T Inan, Jin-Oh Hahn.   

Abstract

The objective of this study was to investigate the measurement instrument-dependent variability in the morphology of the ballistocardiogram (BCG) waveform in human subjects and computational methods to mitigate the variability. The BCG was measured in 22 young healthy subjects using a high-performance force plate and a customized commercial weighing scale under upright standing posture. The timing and amplitude features associated with the major I, J, K waves in the BCG waveforms were extracted and quantitatively analyzed. The results indicated that 1) the I, J, K waves associated with the weighing scale BCG exhibited delay in the timings within the cardiac cycle relative to the ECG R wave as well as attenuation in the absolute amplitudes than the respective force plate counterparts, whereas 2) the time intervals between the I, J, K waves were comparable. Then, two alternative computational methods were conceived in an attempt to mitigate the discrepancy between force plate versus weighing-scale BCG: a transfer function and an amplitude-phase correction. The results suggested that both methods effectively mitigated the discrepancy in the timings and amplitudes associated with the I, J, K waves between the force plate and weighing-scale BCG. Hence, signal processing may serve as a viable solution to the mitigation of the instrument-induced morphological variability in the BCG, thereby facilitating the standardized analysis and interpretation of the timing and amplitude features in the BCG across wide-ranging measurement platforms.

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Mesh:

Year:  2019        PMID: 30802877      PMCID: PMC6986214          DOI: 10.1109/JBHI.2019.2901635

Source DB:  PubMed          Journal:  IEEE J Biomed Health Inform        ISSN: 2168-2194            Impact factor:   5.772


  24 in total

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Journal:  Circulation       Date:  1953-02       Impact factor: 29.690

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Authors:  Jae Hyuk Shin; Kang Moo Lee; Kwang Suk Park
Journal:  Physiol Meas       Date:  2009-06-12       Impact factor: 2.833

4.  Nocturnal awakening and sleep efficiency estimation using unobtrusively measured ballistocardiogram.

Authors:  Yu-Jin G Lee
Journal:  IEEE Trans Biomed Eng       Date:  2013-08-15       Impact factor: 4.538

5.  Ballistocardiogram as Proximal Timing Reference for Pulse Transit Time Measurement: Potential for Cuffless Blood Pressure Monitoring.

Authors:  Chang-Sei Kim; Andrew M Carek; Ramakrishna Mukkamala; Omer T Inan; Jin-Oh Hahn
Journal:  IEEE Trans Biomed Eng       Date:  2015-06-02       Impact factor: 4.538

6.  An Ear-Worn Vital Signs Monitor.

Authors:  David Da He; Eric S Winokur; Charles G Sodini
Journal:  IEEE Trans Biomed Eng       Date:  2015-07-21       Impact factor: 4.538

7.  Ballistocardiogram-Based Approach to Cuffless Blood Pressure Monitoring: Proof of Concept and Potential Challenges.

Authors:  Chang-Sei Kim; Andrew M Carek; Omer T Inan; Ramakrishna Mukkamala; Jin-Oh Hahn
Journal:  IEEE Trans Biomed Eng       Date:  2018-01-24       Impact factor: 4.538

8.  Unobtrusive Estimation of Cardiac Contractility and Stroke Volume Changes Using Ballistocardiogram Measurements on a High Bandwidth Force Plate.

Authors:  Hazar Ashouri; Lara Orlandic; Omer T Inan
Journal:  Sensors (Basel)       Date:  2016-05-28       Impact factor: 3.576

9.  Weighing Scale-Based Pulse Transit Time is a Superior Marker of Blood Pressure than Conventional Pulse Arrival Time.

Authors:  Stephanie L-O Martin; Andrew M Carek; Chang-Sei Kim; Hazar Ashouri; Omer T Inan; Jin-Oh Hahn; Ramakrishna Mukkamala
Journal:  Sci Rep       Date:  2016-12-15       Impact factor: 4.379

10.  Ballistocardiogram: Mechanism and Potential for Unobtrusive Cardiovascular Health Monitoring.

Authors:  Chang-Sei Kim; Stephanie L Ober; M Sean McMurtry; Barry A Finegan; Omer T Inan; Ramakrishna Mukkamala; Jin-Oh Hahn
Journal:  Sci Rep       Date:  2016-08-09       Impact factor: 4.379

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  4 in total

1.  A Noncontact Ballistocardiography-Based IoMT System for Cardiopulmonary Health Monitoring of Discharged COVID-19 Patients.

Authors:  Jikui Liu; Fen Miao; Liyan Yin; Zhiqiang Pang; Ye Li
Journal:  IEEE Internet Things J       Date:  2021-03-04       Impact factor: 10.238

2.  The Potential of Wearable Limb Ballistocardiogram in Blood Pressure Monitoring via Pulse Transit Time.

Authors:  Peyman Yousefian; Sungtae Shin; Azin Mousavi; Chang-Sei Kim; Ramakrishna Mukkamala; Dae-Geun Jang; Byung-Hoon Ko; Jongwook Lee; Ui Kun Kwon; Youn Ho Kim; Jin-Oh Hahn
Journal:  Sci Rep       Date:  2019-07-23       Impact factor: 4.379

3.  Bed-Based Ballistocardiography: Dataset and Ability to Track Cardiovascular Parameters.

Authors:  Charles Carlson; Vanessa-Rose Turpin; Ahmad Suliman; Carl Ade; Steve Warren; David E Thompson
Journal:  Sensors (Basel)       Date:  2020-12-29       Impact factor: 3.576

4.  Classification of Blood Volume Decompensation State via Machine Learning Analysis of Multi-Modal Wearable-Compatible Physiological Signals.

Authors:  Yekanth Ram Chalumuri; Jacob P Kimball; Azin Mousavi; Jonathan S Zia; Christopher Rolfes; Jesse D Parreira; Omer T Inan; Jin-Oh Hahn
Journal:  Sensors (Basel)       Date:  2022-02-10       Impact factor: 3.576

  4 in total

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