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

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About: Processing Holter ECG signal corrupted with noise: Using ICA for QRS complex detection Goto Sponge NotDistinct Permalink

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
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 (in our 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 to final solution. We use Independent Component Analysis based %22filter%22 that automatically chooses noise-free components. Selection is based on morfology of noisefree ECG components. 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 (in our 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 to final solution. We use Independent Component Analysis based %22filter%22 that automatically chooses noise-free components. Selection is based on morfology of noisefree ECG components. (en)
Title	Processing Holter ECG signal corrupted with noise: Using ICA for QRS complex detection Processing Holter ECG signal corrupted with noise: Using ICA for QRS complex detection (en)
skos:prefLabel	Processing Holter ECG signal corrupted with noise: Using ICA for QRS complex detection Processing Holter ECG signal corrupted with noise: Using ICA for QRS complex detection (en)
skos:notation	RIV/68407700:21230/10:00172055!RIV14-MSM-21230___
http://linked.open...avai/riv/aktivita	S Z
http://linked.open...avai/riv/aktivity	S, Z(MSM6840770012)
http://linked.open...vai/riv/dodaniDat	2014
http://linked.open...aciTvurceVysledku	Lhotská, Lenka Kužílek, Jakub
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta elektrotechnická
http://linked.open...dnocenehoVysledku	282425
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/10:00172055
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	ICA; QRS complex detection; ECG, noise (en)
http://linked.open.../riv/klicoveSlovo	ECG ICA noise QRS complex detection
http://linked.open...ontrolniKodProRIV	[C2BE023C1BE1]
http://linked.open...v/mistoKonaniAkce	Rome
http://linked.open...i/riv/mistoVydani	Rome
http://linked.open...i/riv/nazevZdroje	Conference Proceedings of The 3rd International Symposium on Applied Sciences in Biomedical and Communication Technologies
http://linked.open...in/vavai/riv/obor	JC
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...UplatneniVysledku	2010
http://linked.open...iv/tvurceVysledku	Hanuliak, M. Kužílek, Jakub Lhotská, Lenka
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2010-11-07 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Transdisciplinární výzkum v oblasti biomedicínského inženýrství II
number of pages	4 (xsd:int)
http://bibframe.org/vocab/doi	10.1109/ISABEL.2010.5702896
http://purl.org/ne...btex#hasPublisher	University of Rome %22Tor Vergata%22
https://schema.org/isbn	978-1-4244-8132-3
http://localhost/t...ganizacniJednotka	21230

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