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: 436.6 RON
Availability: InStock

Body Surface Cardiac Mapping

Autor: Jesus Lopez

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Editura: VDM Verlag

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436.60 lei

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

Informații despre carte

Autor

Jesus Lopez

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2009

Pagini

204

EAN

9783639165791

ISBN

3639165799

Enbook ID

06824966

Editura

VDM Verlag

Greutate

304

Dimensiuni

152 x 229 x 12

Descriere completă

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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