A Method For Removing Pacing Artifacts From Ultra-High-Frequency Electrocardiograms

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00159816%3A_____%2F18%3A00072530" target="_blank" >RIV/00159816:_____/18:00072530 - isvavai.cz</a>

Výsledek na webu

<a href="http://dx.doi.org/10.22489/CinC.2018.106" target="_blank" >http://dx.doi.org/10.22489/CinC.2018.106</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.22489/CinC.2018.106" target="_blank" >10.22489/CinC.2018.106</a>

Jazyk výsledku

angličtina

Název v původním jazyce

A Method For Removing Pacing Artifacts From Ultra-High-Frequency Electrocardiograms

Popis výsledku v původním jazyce

Cardiac resynchronization therapy (CRT) is an effective treatment for heart-failure patients with ventricular dyssynchrony. Analysis of ultra-high frequencies in ECG (UHFECG) has been shown to provide precise identification for the selection of CRT recipients, but the use of UHFECG for CRT optimization is limited due to the fact that UHFECG activity is buried under pacemaker stimuli. While removing the rising edge of a stimulus is quite straightforward, the localization and removal of the end of the post-stimulus recharge phase is more complicated due to its very low amplitude and interference with depolarization signals in QRS onset. 12-lead 5 kHz ECG during a 3-10 minute rest period was measured in 19 patients. We detected artifacts as 1.6-ms-long segments with high energy at frequencies of 1400-1900 Hz. We removed the area around the detected peaks in the time domain. Detection of artifacts, the stimulating pulse and the end of the recharge phase was evaluated against manually annotated marks with sensitivity and specificity of 0.98 and 0.97.

Název v anglickém jazyce

A Method For Removing Pacing Artifacts From Ultra-High-Frequency Electrocardiograms

Popis výsledku anglicky

Cardiac resynchronization therapy (CRT) is an effective treatment for heart-failure patients with ventricular dyssynchrony. Analysis of ultra-high frequencies in ECG (UHFECG) has been shown to provide precise identification for the selection of CRT recipients, but the use of UHFECG for CRT optimization is limited due to the fact that UHFECG activity is buried under pacemaker stimuli. While removing the rising edge of a stimulus is quite straightforward, the localization and removal of the end of the post-stimulus recharge phase is more complicated due to its very low amplitude and interference with depolarization signals in QRS onset. 12-lead 5 kHz ECG during a 3-10 minute rest period was measured in 19 patients. We detected artifacts as 1.6-ms-long segments with high energy at frequencies of 1400-1900 Hz. We removed the area around the detected peaks in the time domain. Detection of artifacts, the stimulating pulse and the end of the recharge phase was evaluated against manually annotated marks with sensitivity and specificity of 0.98 and 0.97.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

Výsledek vznikl pri realizaci vícero projektů. Více informací v záložce Projekty.

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2018

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

2018 COMPUTING IN CARDIOLOGY CONFERENCE (CINC)

ISBN

978-1-72810-958-9

ISSN

2325-8861

e-ISSN

—

Počet stran výsledku

4

Strana od-do

4

Název nakladatele

IEEE

Místo vydání

NEW YORK

Místo konání akce

Maastricht

Datum konání akce

23. 9. 2018

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

000482598700051