A Low-Cost System for Seismocardiography-Based Cardiac
Triggering: A Practical Solution for Cardiovascular Magnetic
Resonance Imaging at 3 Tesla

J 2019

A Low-Cost System for Seismocardiography-Based Cardiac Triggering: A Practical Solution for Cardiovascular Magnetic Resonance Imaging at 3 Tesla

MARTINEK, R., J. BRABLIK, J. KOLARIK, M. LADROVA, J. NEDOMA et. al.

Basic information

Original name

A Low-Cost System for Seismocardiography-Based Cardiac Triggering: A Practical Solution for Cardiovascular Magnetic Resonance Imaging at 3 Tesla

Authors

MARTINEK, R., J. BRABLIK, J. KOLARIK, M. LADROVA, J. NEDOMA, R. JAROS, L. SOUSTEK, R. KAHANKOVA, M. FAJKUS, Lubomír VOJTÍŠEK (203 Czech Republic, guarantor, belonging to the institution), P. HANZLIKOVA and P. KRUPA

Edition

IEEE Access, PISCATAWAY, IEEE Xplore Digital Library, 2019, 2169-3536

Other information

Language

English

Type of outcome

Článek v odborném periodiku

Field of Study

10201 Computer sciences, information science, bioinformatics

Country of publisher

United States of America

Confidentiality degree

není předmětem státního či obchodního tajemství

References:

URL

Impact factor

Impact factor: 3.745

RIV identification code

RIV/00216224:14740/19:00113289

Organization unit

Central European Institute of Technology

DOI

http://dx.doi.org/10.1109/ACCESS.2019.2936184

UT WoS

000498548500001

Keywords in English

Seismocardiography-based cardiac triggering; seismocardiography (SCG); siemens prisma 3T; monitor patient vital signs during MRI; cardiac magnetic resonance imaging (CMRI)

Abstract

V originále

This study describes a pilot clinical validation of a new low-cost system for the continuous monitoring of the human body's cardiorespiratory activities within the magnetic resonance examination area. This study primarily focuses on monitoring cardiac activity and the related cardiac triggering. The patented system tested by the authors is based on seismocardiography (SCG). The study was conducted on 18 subjects on a Siemens Prisma 3T MR scanner. Standard anatomical and diffusion sequences were used to test cardiac activity monitoring. A wide range of commonly used diagnostic sequences were used to test imaging of the heart by means of cardiac triggering. System functionality was verified against a commercially available electrocardiography (ECG) system. Monitoring of cardiac activity (detection of the R-R interval in ECG and the AO-AO interval in SCG) was objectively evaluated by determining the overall probability of correct detection (ACC), sensitivity (SE), positive predictive value (PPV), and harmonic mean between SE and PPV, i.e. F1. Imaging quality control using Cardiac Triggering was performed by subjective evaluation of images by the physicians. The study conducted clearly confirmed the functionality of the system in terms of continuous cardiac activity monitoring. In all 18 subjects, a mean PPV > 99% was achieved; F1 > 99 %; SE > 99 %; ACC > 98 %; 1.96 sigma < 3.5 bpm. Also, Cardiac Triggering functionality was confirmed by the physicians on the basis of analyzing cardiac images using the T1/T2 balanced echo sequences and the T1 flash sequence measured natively.

Links

90062, large research infrastructures

Name: Czech-BioImaging

Citovat

MARTINEK, R., J. BRABLIK, J. KOLARIK, M. LADROVA, J. NEDOMA, R. JAROS, L. SOUSTEK, R. KAHANKOVA, M. FAJKUS, Lubomír VOJTÍŠEK, P. HANZLIKOVA and P. KRUPA. A Low-Cost System for Seismocardiography-Based Cardiac Triggering: A Practical Solution for Cardiovascular Magnetic Resonance Imaging at 3 Tesla. IEEE Access. PISCATAWAY: IEEE Xplore Digital Library, 2019, vol. 7, No 2019, p. 118608-118629. ISSN 2169-3536. Available from: https://dx.doi.org/10.1109/ACCESS.2019.2936184.

@article{1636920,
   author = {Martinek, R. and Brablik, J. and Kolarik, J. and Ladrova, M. and Nedoma, J. and Jaros, R. and Soustek, L. and Kahankova, R. and Fajkus, M. and Vojtíšek, Lubomír and Hanzlikova, P. and Krupa, P.},
   article_location = {PISCATAWAY},
   article_number = {2019},
   doi = {http://dx.doi.org/10.1109/ACCESS.2019.2936184},
   keywords = {Seismocardiography-based cardiac triggering; seismocardiography (SCG); siemens prisma 3T; monitor patient vital signs during MRI; cardiac magnetic resonance imaging (CMRI)},
   language = {eng},
   issn = {2169-3536},
   journal = {IEEE Access},
   title = {A Low-Cost System for Seismocardiography-Based Cardiac Triggering: A Practical Solution for Cardiovascular Magnetic Resonance Imaging at 3 Tesla},
   url = {http://dx.doi.org/10.1109/ACCESS.2019.2936184},
   volume = {7},
   year = {2019}
}

TY  - JOUR
ID  - 1636920
AU  - Martinek, R. - Brablik, J. - Kolarik, J. - Ladrova, M. - Nedoma, J. - Jaros, R. - Soustek, L. - Kahankova, R. - Fajkus, M. - Vojtíšek, Lubomír - Hanzlikova, P. - Krupa, P.
PY  - 2019
TI  - A Low-Cost System for Seismocardiography-Based Cardiac Triggering: A Practical Solution for Cardiovascular Magnetic Resonance Imaging at 3 Tesla
JF  - IEEE Access
VL  - 7
IS  - 2019
SP  - 118608-118629
EP  - 118608-118629
PB  - IEEE Xplore Digital Library
SN  - 21693536
KW  - Seismocardiography-based cardiac triggering
KW  - seismocardiography (SCG)
KW  - siemens prisma 3T
KW  - monitor patient vital signs during MRI
KW  - cardiac magnetic resonance imaging (CMRI)
UR  - http://dx.doi.org/10.1109/ACCESS.2019.2936184
L2  - http://dx.doi.org/10.1109/ACCESS.2019.2936184
N2  - This study describes a pilot clinical validation of a new low-cost system for the continuous monitoring of the human body's cardiorespiratory activities within the magnetic resonance examination area. This study primarily focuses on monitoring cardiac activity and the related cardiac triggering. The patented system tested by the authors is based on seismocardiography (SCG). The study was conducted on 18 subjects on a Siemens Prisma 3T MR scanner. Standard anatomical and diffusion sequences were used to test cardiac activity monitoring. A wide range of commonly used diagnostic sequences were used to test imaging of the heart by means of cardiac triggering. System functionality was verified against a commercially available electrocardiography (ECG) system. Monitoring of cardiac activity (detection of the R-R interval in ECG and the AO-AO interval in SCG) was objectively evaluated by determining the overall probability of correct detection (ACC), sensitivity (SE), positive predictive value (PPV), and harmonic mean between SE and PPV, i.e. F1. Imaging quality control using Cardiac Triggering was performed by subjective evaluation of images by the physicians. The study conducted clearly confirmed the functionality of the system in terms of continuous cardiac activity monitoring. In all 18 subjects, a mean PPV > 99% was achieved; F1 > 99 %; SE > 99 %; ACC > 98 %; 1.96 sigma < 3.5 bpm. Also, Cardiac Triggering functionality was confirmed by the physicians on the basis of analyzing cardiac images using the T1/T2 balanced echo sequences and the T1 flash sequence measured natively.
ER  -

MARTINEK, R., J. BRABLIK, J. KOLARIK, M. LADROVA, J. NEDOMA, R. JAROS, L. SOUSTEK, R. KAHANKOVA, M. FAJKUS, Lubomír VOJTÍŠEK, P. HANZLIKOVA and P. KRUPA. A Low-Cost System for Seismocardiography-Based Cardiac Triggering: A Practical Solution for Cardiovascular Magnetic Resonance Imaging at 3 Tesla. \textit{IEEE Access}. PISCATAWAY: IEEE Xplore Digital Library, 2019, vol.~7, No~2019, p.~118608-118629. ISSN~2169-3536. Available from: https://dx.doi.org/10.1109/ACCESS.2019.2936184.

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