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: 79.81 EUR
Availability: InStock

Body Surface Cardiac Mapping

Автор: Jesus Lopez

Език:

Корици: С меки корици

Издател: VDM Verlag

Наличност: Външен склад

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79.81 € 156.10 лв

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

Информация за книгата

Автор

Jesus Lopez

Език

Английски език

Корици

Книга - С меки корици

Издадена

2009

страници

204

EAN

9783639165791

ISBN

3639165799

Enbook ID

06824966

Издател

VDM Verlag

Теглоt

304

Размери

152 x 229 x 12

Пълно описание

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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