Detail
Article
Online article
FT
Medvik - BMC
  • Something wrong with this record ?

Multichannel ballistocardiography: A comparative analysis of heartbeat detection across different body locations

M. Ladrova, F. Barvik, J. Brablik, R. Jaros, R. Martinek

. 2024 ; 19 (8) : e0306074. [pub] 20240801

Language English Country United States

Document type Journal Article, Comparative Study

The paper presents a validation of novel multichannel ballistocardiography (BCG) measuring system, enabling heartbeat detection from information about movements during myocardial contraction and dilatation of arteries due to blood expulsion. The proposed methology includes novel sensory system and signal processing procedure based on Wavelet transform and Hilbert transform. Because there are no existing recommendations for BCG sensor placement, the study focuses on investigation of BCG signal quality measured from eight different locations within the subject's body. The analysis of BCG signals is primarily based on heart rate (HR) calculation, for which a J-wave detection based on decision-making processes was used. Evaluation of the proposed system was made by comparing with electrocardiography (ECG) as a gold standard, when the averaged signal from all sensors reached HR detection sensitivity higher than 95% and two sensors showed a significant difference from ECG measurement.

References provided by Crossref.org

000      
00000naa a2200000 a 4500
001      
bmc24019449
003      
CZ-PrNML
005      
20241024110728.0
007      
ta
008      
241015s2024 xxu f 000 0|eng||
009      
AR
024    7_
$a 10.1371/journal.pone.0306074 $2 doi
035    __
$a (PubMed)39088429
040    __
$a ABA008 $b cze $d ABA008 $e AACR2
041    0_
$a eng
044    __
$a xxu
100    1_
$a Ladrova, Martina $u Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB-Technical University of Ostrava, Ostrava, Czechia
245    10
$a Multichannel ballistocardiography: A comparative analysis of heartbeat detection across different body locations / $c M. Ladrova, F. Barvik, J. Brablik, R. Jaros, R. Martinek
520    9_
$a The paper presents a validation of novel multichannel ballistocardiography (BCG) measuring system, enabling heartbeat detection from information about movements during myocardial contraction and dilatation of arteries due to blood expulsion. The proposed methology includes novel sensory system and signal processing procedure based on Wavelet transform and Hilbert transform. Because there are no existing recommendations for BCG sensor placement, the study focuses on investigation of BCG signal quality measured from eight different locations within the subject's body. The analysis of BCG signals is primarily based on heart rate (HR) calculation, for which a J-wave detection based on decision-making processes was used. Evaluation of the proposed system was made by comparing with electrocardiography (ECG) as a gold standard, when the averaged signal from all sensors reached HR detection sensitivity higher than 95% and two sensors showed a significant difference from ECG measurement.
650    _2
$a lidé $7 D006801
650    12
$a balistokardiografie $x metody $7 D001450
650    12
$a srdeční frekvence $x fyziologie $7 D006339
650    12
$a elektrokardiografie $x metody $7 D004562
650    _2
$a mužské pohlaví $7 D008297
650    _2
$a dospělí $7 D000328
650    _2
$a ženské pohlaví $7 D005260
650    _2
$a počítačové zpracování signálu $7 D012815
650    _2
$a mladý dospělý $7 D055815
650    _2
$a vlnková analýza $7 D058067
655    _2
$a časopisecké články $7 D016428
655    _2
$a srovnávací studie $7 D003160
700    1_
$a Barvik, Filip $u Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB-Technical University of Ostrava, Ostrava, Czechia
700    1_
$a Brablik, Jindrich $u Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB-Technical University of Ostrava, Ostrava, Czechia $1 https://orcid.org/0000000234307401
700    1_
$a Jaros, Rene $u Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB-Technical University of Ostrava, Ostrava, Czechia $1 https://orcid.org/0000000333466467
700    1_
$a Martinek, Radek $u Department of Cybernetics and Biomedical Engineering, Faculty of Electrical Engineering and Computer Science, VSB-Technical University of Ostrava, Ostrava, Czechia $1 https://orcid.org/000000032054143X $7 xx0302362
773    0_
$w MED00180950 $t PloS one $x 1932-6203 $g Roč. 19, č. 8 (2024), s. e0306074
856    41
$u https://pubmed.ncbi.nlm.nih.gov/39088429 $y Pubmed
910    __
$a ABA008 $b sig $c sign $y - $z 0
990    __
$a 20241015 $b ABA008
991    __
$a 20241024110722 $b ABA008
999    __
$a ok $b bmc $g 2201972 $s 1231422
BAS    __
$a 3
BAS    __
$a PreBMC-MEDLINE
BMC    __
$a 2024 $b 19 $c 8 $d e0306074 $e 20240801 $i 1932-6203 $m PloS one $n PLoS One $x MED00180950
LZP    __
$a Pubmed-20241015

Find record

Citation metrics

Loading data ...

Archiving options

Loading data ...