Computational Neural Models for Body Surface ECG Data Analysis

Name: Computational Neural Models for Body Surface ECG Data Analysis
Brand: VDM Verlag
SKU: 9783639165791
Price: 1833 CZK
Availability: InStock

Body Surface Cardiac Mapping

Autor: Jesus Lopez

Jazyk:

Vazba: Brožovaná

Vydavatel: VDM Verlag

Dostupnost: Skladem u dodavatele

Odesíláme za 9-15 dnů

1 833 Kč

Cardiovascular heart disease (CHD) is a chief public§health priority §worldwide. The 12-Lead Electro...

Informace o knize

Autor

Jesus Lopez

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2009

Stránek

204

EAN

9783639165791

ISBN

3639165799

Enbook ID

06824966

Vydavatel

VDM Verlag

Hmotnost

304

Rozměry

152 x 229 x 12

Kompletní popis

Cardiovascular heart disease (CHD) is a chief public§health priority §worldwide. The 12-Lead Electrocardiogram (ECG) is a§standard §procedure in diagnosing CHDs such as Myocardial§Infarction (MI). §Nevertheless, due to sparse spatial sampling, it is§limited in §identifying cardiac abnormalities. Alternatively, in§Body Surface §Cardiac Mapping (BSCM) a higher number of ECGs are§recorded. §Hence, BSCM provides a more comprehensive picture of §electrocardiographic information than is possible§with the 12-lead §ECG. This work has two main objectives. Firstly, to§develop a §classification framework for an accurate and early§diagnosis of §acute MI. This decision support system encompasses§computational §neural models with the input space based on BSCM.§Secondly, since §MI is localised on the torso surface, and due to the§high number of §electrocardiographic leads involved in BSCM, it is§desirable to find §an optimal reduced lead set for acute MI detection.§By building an §additional layer of knowledge between the§cardiologist and clinical §practice, this work not only enhances final MI§classification §performance but, allow the discovery of new§electrocardiographic §MI markers.

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Computational Neural Models for Body Surface ECG Data Analysis

Body Surface Cardiac Mapping

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