Processing Holter ECG signal corrupted with noise: Using ICA for QRS complex detection

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F10%3A00172055" target="_blank" >RIV/68407700:21230/10:00172055 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/ISABEL.2010.5702896" target="_blank" >http://dx.doi.org/10.1109/ISABEL.2010.5702896</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/ISABEL.2010.5702896" target="_blank" >10.1109/ISABEL.2010.5702896</a>

Result language
angličtina
Original language name
Processing Holter ECG signal corrupted with noise: Using ICA for QRS complex detection
Original language description
Holter recording of electrocardiographic signal (ECG) is usually disturbed by noise added to measured useful signal due to e. g. worse contact skin-electrode, body movements, etc. Our general goal is to find at least some piece of informatik from ECG (inour case - positions of QRS complexes) in corrupted signal, on which common preprocessing methods fail. The main purpose of the article is description of an automatic method of data preprocessing for QRS detection, which is the first step in our way tofinal solution. We use Independent Component Analysis based "filter" that automatically chooses noise-free components. Selection is based on morfology of noisefree ECG components.
Czech name
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Czech description
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Project
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Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2010
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Conference Proceedings of The 3rd International Symposium on Applied Sciences in Biomedical and Communication Technologies
ISBN
978-1-4244-8132-3
ISSN
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e-ISSN
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Number of pages
4
Pages from-to
1-4
Publisher name
University of Rome "Tor Vergata"
Place of publication
Rome
Event location
Rome
Event date
Nov 7, 2010
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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