Cargando…

ECG Signal Quality Assessments of a Small Bipolar Single-Lead Wearable Patch Sensor

PURPOSE: There is an increasing clinical interest in the adoption of small single-lead wearable ECG sensors for continuous cardiac monitoring. The purpose of this work is to assess ECG signal quality of such devices compared to gold standard 12-lead ECG. METHODS: The ECG signal from a 1-lead patch w...

Descripción completa

Detalles Bibliográficos
Autores principales: Rajbhandary, Paurakh Lal, Nallathambi, Gabriel, Selvaraj, Nandakumar, Tran, Thang, Colliou, Olivier
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8923108/
https://www.ncbi.nlm.nih.gov/pubmed/35292914
http://dx.doi.org/10.1007/s13239-022-00617-3
_version_ 1784669626799489024
author Rajbhandary, Paurakh Lal
Nallathambi, Gabriel
Selvaraj, Nandakumar
Tran, Thang
Colliou, Olivier
author_facet Rajbhandary, Paurakh Lal
Nallathambi, Gabriel
Selvaraj, Nandakumar
Tran, Thang
Colliou, Olivier
author_sort Rajbhandary, Paurakh Lal
collection PubMed
description PURPOSE: There is an increasing clinical interest in the adoption of small single-lead wearable ECG sensors for continuous cardiac monitoring. The purpose of this work is to assess ECG signal quality of such devices compared to gold standard 12-lead ECG. METHODS: The ECG signal from a 1-lead patch was systematically compared to the 12-lead ECG device in thirty subjects to establish its diagnostic accuracy in terms of clinically relevant signal morphology, wave representation, fiducial markers and interval and wave duration. One minute ECG segments with good signal quality was selected for analysis and the features of ECG were manually annotated for comparative assessment. RESULTS: The patch showed closest similarity based on correlation and normalized root-mean-square error to the standard ECG leads I, II, [Formula: see text] and [Formula: see text] . P-wave and QRS complexes in the patch showed sensitivity (Se) and positive predictive value (PPV) of at least 99.8% compared to lead II. T-wave representation showed Se and PPV of at least 99.9% compared to lead [Formula: see text] and [Formula: see text] . Mean errors for onset and offset of the ECG waves, wave durations, and ECG intervals were within 2 samples based on 125Hz patch ECG sampling frequency. CONCLUSION: This study demonstrates the diagnostic capability with similar morphological representation and reasonable timing accuracy of ECG signal from a patch sensor compared to 12-lead ECG. The advantages and limitations of small bipolar single-lead wearable patch sensor compared to 12-lead ECG are discussed in the context of relevant differences in ECG signal for clinical applications.
format Online
Article
Text
id pubmed-8923108
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Springer International Publishing
record_format MEDLINE/PubMed
spelling pubmed-89231082022-03-15 ECG Signal Quality Assessments of a Small Bipolar Single-Lead Wearable Patch Sensor Rajbhandary, Paurakh Lal Nallathambi, Gabriel Selvaraj, Nandakumar Tran, Thang Colliou, Olivier Cardiovasc Eng Technol Original Article PURPOSE: There is an increasing clinical interest in the adoption of small single-lead wearable ECG sensors for continuous cardiac monitoring. The purpose of this work is to assess ECG signal quality of such devices compared to gold standard 12-lead ECG. METHODS: The ECG signal from a 1-lead patch was systematically compared to the 12-lead ECG device in thirty subjects to establish its diagnostic accuracy in terms of clinically relevant signal morphology, wave representation, fiducial markers and interval and wave duration. One minute ECG segments with good signal quality was selected for analysis and the features of ECG were manually annotated for comparative assessment. RESULTS: The patch showed closest similarity based on correlation and normalized root-mean-square error to the standard ECG leads I, II, [Formula: see text] and [Formula: see text] . P-wave and QRS complexes in the patch showed sensitivity (Se) and positive predictive value (PPV) of at least 99.8% compared to lead II. T-wave representation showed Se and PPV of at least 99.9% compared to lead [Formula: see text] and [Formula: see text] . Mean errors for onset and offset of the ECG waves, wave durations, and ECG intervals were within 2 samples based on 125Hz patch ECG sampling frequency. CONCLUSION: This study demonstrates the diagnostic capability with similar morphological representation and reasonable timing accuracy of ECG signal from a patch sensor compared to 12-lead ECG. The advantages and limitations of small bipolar single-lead wearable patch sensor compared to 12-lead ECG are discussed in the context of relevant differences in ECG signal for clinical applications. Springer International Publishing 2022-03-15 2022 /pmc/articles/PMC8923108/ /pubmed/35292914 http://dx.doi.org/10.1007/s13239-022-00617-3 Text en © The Author(s) under exclusive licence to Biomedical Engineering Society 2022 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Original Article
Rajbhandary, Paurakh Lal
Nallathambi, Gabriel
Selvaraj, Nandakumar
Tran, Thang
Colliou, Olivier
ECG Signal Quality Assessments of a Small Bipolar Single-Lead Wearable Patch Sensor
title ECG Signal Quality Assessments of a Small Bipolar Single-Lead Wearable Patch Sensor
title_full ECG Signal Quality Assessments of a Small Bipolar Single-Lead Wearable Patch Sensor
title_fullStr ECG Signal Quality Assessments of a Small Bipolar Single-Lead Wearable Patch Sensor
title_full_unstemmed ECG Signal Quality Assessments of a Small Bipolar Single-Lead Wearable Patch Sensor
title_short ECG Signal Quality Assessments of a Small Bipolar Single-Lead Wearable Patch Sensor
title_sort ecg signal quality assessments of a small bipolar single-lead wearable patch sensor
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8923108/
https://www.ncbi.nlm.nih.gov/pubmed/35292914
http://dx.doi.org/10.1007/s13239-022-00617-3
work_keys_str_mv AT rajbhandarypaurakhlal ecgsignalqualityassessmentsofasmallbipolarsingleleadwearablepatchsensor
AT nallathambigabriel ecgsignalqualityassessmentsofasmallbipolarsingleleadwearablepatchsensor
AT selvarajnandakumar ecgsignalqualityassessmentsofasmallbipolarsingleleadwearablepatchsensor
AT tranthang ecgsignalqualityassessmentsofasmallbipolarsingleleadwearablepatchsensor
AT colliouolivier ecgsignalqualityassessmentsofasmallbipolarsingleleadwearablepatchsensor