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.

Základní údaje

Originální název

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

Autoři

MARTINEK, R., J. BRABLIK, J. KOLARIK, M. LADROVA, J. NEDOMA, R. JAROS, L. SOUSTEK, R. KAHANKOVA, M. FAJKUS, Lubomír VOJTÍŠEK (203 Česká republika, garant, domácí), P. HANZLIKOVA a P. KRUPA

Vydání

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

Další údaje

Jazyk

angličtina

Typ výsledku

Článek v odborném periodiku

Obor

10201 Computer sciences, information science, bioinformatics

Stát vydavatele

Spojené státy

Utajení

není předmětem státního či obchodního tajemství

Odkazy

URL

Impakt faktor

Impact factor: 3.745

Kód RIV

RIV/00216224:14740/19:00113289

Organizační jednotka

Středoevropský technologický institut

DOI

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

UT WoS

000498548500001

Klíčová slova anglicky

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

Štítky

CF MAFIL, rivok

Příznaky

Mezinárodní význam, Recenzováno

Změněno: 8. 10. 2024 08:35, Ing. Jana Kuchtová

Anotace

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.

Návaznosti

90062, velká výzkumná infrastruktura

Název: 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 a 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, roč. 7, č. 2019, s. 118608-118629. ISSN 2169-3536. Dostupné z: 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 a 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, roč.~7, č.~2019, s.~118608-118629. ISSN~2169-3536. Dostupné z: https://dx.doi.org/10.1109/ACCESS.2019.2936184.

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