About: Spectral and Higher-Order Statistical Analysis of the ECG: Application to the Study of Ischemia in Rabbit Isolated Hearts

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About: Spectral and Higher-Order Statistical Analysis of the ECG: Application to the Study of Ischemia in Rabbit Isolated Hearts Goto Sponge NotDistinct Permalink

An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://cinc.mit.edu/archives/2012/pdf/0645.pdf
Description	There are many different approaches for heart beat classification. Probably the main task is extraction of relevant features from the beat. The present paper is focused on the study of ECG cross spectral coherence and higher-order cumulants and their ability to classify normal and ischemic cardiac beats. Using these parameters as the input for neural network classifier allows achieving classification error only 4%. Thus, they can be successfully used to solve this task. There are many different approaches for heart beat classification. Probably the main task is extraction of relevant features from the beat. The present paper is focused on the study of ECG cross spectral coherence and higher-order cumulants and their ability to classify normal and ischemic cardiac beats. Using these parameters as the input for neural network classifier allows achieving classification error only 4%. Thus, they can be successfully used to solve this task. (en)
Title	Spectral and Higher-Order Statistical Analysis of the ECG: Application to the Study of Ischemia in Rabbit Isolated Hearts Spectral and Higher-Order Statistical Analysis of the ECG: Application to the Study of Ischemia in Rabbit Isolated Hearts (en)
skos:prefLabel	Spectral and Higher-Order Statistical Analysis of the ECG: Application to the Study of Ischemia in Rabbit Isolated Hearts Spectral and Higher-Order Statistical Analysis of the ECG: Application to the Study of Ischemia in Rabbit Isolated Hearts (en)
skos:notation	RIV/00216224:14110/12:00057829!RIV13-GA0-14110___
http://linked.open...avai/predkladatel	Lékařská fakulta
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(GAP102/12/2034), P(GD102/09/H083), S
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Nováková, Marie
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	Masarykova univerzita / Lékařská fakulta
http://linked.open...dnocenehoVysledku	170346
http://linked.open...ai/riv/idVysledku	RIV/00216224:14110/12:00057829
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Rabbits isolated heart; ischemia; ECG classification; cross spectral coherence; higher-order cumulants; neural network (en)
http://linked.open.../riv/klicoveSlovo	ischemia neural network ECG classification Rabbits isolated heart cross spectral coherence higher-order cumulants
http://linked.open...ontrolniKodProRIV	[84F0BFA2D82C]
http://linked.open...v/mistoKonaniAkce	Kraków
http://linked.open...i/riv/mistoVydani	Krakow
http://linked.open...i/riv/nazevZdroje	Computing in Cardiology
http://linked.open...in/vavai/riv/obor	ED
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	6 (xsd:int)
http://linked.open...vavai/riv/projekt	Information Technology in Biomedical Engineering Analysis of Relationship between Electrical Activity and Blood Flow at the Heart Ventricles
http://linked.open...UplatneniVysledku	2012
http://linked.open...iv/tvurceVysledku	Nováková, Marie Ronzhina, Marina Janousek, Oto Kolarova, Jana Potocnak, Tomas Provaznik, Ivo
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2012-09-09 (xsd:date)
issn	2325-8861
number of pages	4 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Computing in Cardiology
https://schema.org/isbn	9781467320740
http://localhost/t...ganizacniJednotka	14110
is http://linked.open...avai/riv/vysledek of	Spectral and Higher-Order Statistical Analysis of the ECG: Application to the Study of Ischemia in Rabbit Isolated Hearts

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