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

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14110%2F12%3A00057829" target="_blank" >RIV/00216224:14110/12:00057829 - isvavai.cz</a>

Result on the web

<a href="http://cinc.mit.edu/archives/2012/pdf/0645.pdf" target="_blank" >http://cinc.mit.edu/archives/2012/pdf/0645.pdf</a>

DOI - Digital Object Identifier

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Result language

angličtina

Original language name

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

Original language 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.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

ED - Physiology

OECD FORD branch

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Project

Result was created during the realization of more than one project. More information in the Projects tab.

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year

2012

Confidentiality

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

Article name in the collection

Computing in Cardiology

ISBN

9781467320740

ISSN

2325-8861

e-ISSN

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Number of pages

4

Pages from-to

645-648

Publisher name

Computing in Cardiology

Place of publication

Krakow

Event location

Kraków

Event date

Sep 9, 2012

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

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