About: Robust Classification of Endocardial Electrograms Fractionation in Human using Nearest Mean Classifier

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	Complex fractionated atrial electrograms (CFAEs) may represent the electrophysiological substrate for atrial fibrillation (AF). Progress in signal processing algorithms to identify CFAEs sites is crucial for the development of AF ablation strategies. A novel algorithm for automated description of atrial electrograms (A-EGMs) fractionation based on wavelet transform and several statistical pattern recognition methods was proposed and new methodology of A-EGM processing was designed and tested in such a comprehensive form than ever before. The algorithms for signal processing, description and classification were developed and validated using a representative set of 1:5 s A-EGMs (n = 113) ranked by 3 independent experts into 4 classes of fractionation: 1 - organized atrial activity; 2 - mild; 3 - intermediate; 4 - high degree of fractionation. Complex fractionated atrial electrograms (CFAEs) may represent the electrophysiological substrate for atrial fibrillation (AF). Progress in signal processing algorithms to identify CFAEs sites is crucial for the development of AF ablation strategies. A novel algorithm for automated description of atrial electrograms (A-EGMs) fractionation based on wavelet transform and several statistical pattern recognition methods was proposed and new methodology of A-EGM processing was designed and tested in such a comprehensive form than ever before. The algorithms for signal processing, description and classification were developed and validated using a representative set of 1:5 s A-EGMs (n = 113) ranked by 3 independent experts into 4 classes of fractionation: 1 - organized atrial activity; 2 - mild; 3 - intermediate; 4 - high degree of fractionation. (en)
Title	Robust Classification of Endocardial Electrograms Fractionation in Human using Nearest Mean Classifier Robust Classification of Endocardial Electrograms Fractionation in Human using Nearest Mean Classifier (en)
skos:prefLabel	Robust Classification of Endocardial Electrograms Fractionation in Human using Nearest Mean Classifier Robust Classification of Endocardial Electrograms Fractionation in Human using Nearest Mean Classifier (en)
skos:notation	RIV/68407700:21230/09:00163441!RIV10-MSM-21230___
http://linked.open...avai/riv/aktivita	Z
http://linked.open...avai/riv/aktivity	Z(MSM6840770012)
http://linked.open...vai/riv/dodaniDat	2010
http://linked.open...aciTvurceVysledku	Křemen, Václav Lhotská, Lenka
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	339569
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/09:00163441
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	atrial fibrillation; complex fractionated electrograms; signal processing; pattern recognition; feature extraction; classification (en)
http://linked.open.../riv/klicoveSlovo	classification signal processing atrial fibrillation feature extraction pattern recognition complex fractionated electrograms
http://linked.open...ontrolniKodProRIV	[0D272F4121E4]
http://linked.open...v/mistoKonaniAkce	Smolenice Castle
http://linked.open...i/riv/mistoVydani	Bratislava
http://linked.open...i/riv/nazevZdroje	Proceedings Measurement 2009
http://linked.open...in/vavai/riv/obor	JC
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...UplatneniVysledku	2009
http://linked.open...iv/tvurceVysledku	Lhotská, Lenka Křemen, Václav
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2009-05-20 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Transdisciplinární výzkum v oblasti biomedicínského inženýrství II
number of pages	4 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Ústav merania SAV
https://schema.org/isbn	978-80-969672-1-6
http://localhost/t...ganizacniJednotka	21230
is http://linked.open...avai/riv/vysledek of	Robust Classification of Endocardial Electrograms Fractionation in Human using Nearest Mean Classifier Robust Classification of Endocardial Electrograms Fractionation in Human using Nearest Mean Classifier Robust Classification of Endocardial Electrograms Fractionation in Human using Nearest Mean Classifier Robust Classification of Endocardial Electrograms Fractionation in Human using Nearest Mean Classifier

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