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LAP Lambert Academic Publishing Computational Intelligence Techniques on Cardiac Arrhythmia: Some Studies on Cardiac Arrhythmia Using Computational Intelligence Techniques

Name: Computational Intelligence Techniques on Cardiac Arrhythmia: Some Studies on Cardiac Arrhythmia Using Computational Intelligence Techniques
Brand: LAP Lambert Academic Publishing
Price: 68.0 GBP
Availability: InStock

Computing & Internet

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Description

The book contributes to the study and examination of the efficiency of Computational Intelligence techniques for feature extraction in ECG signal. The 1st chapter discusses “Electrocardiogram (ECG), Cardiac Arrhythmias, Wavelet transformations, and some Computational Intelligence techniques”. The 2nd chapter introduces various techniques for feature extraction in ECG signal from rich literature. The 3rd chapter introduces “QRS Detection of ECG – A Statistical Analysis” using Discrete and Multi Wavelet Transforms with double differentiation. The 4th chapter deals with the “Hybrid Methodologies on Performance identification of various Cardiac Arrhythmias based on Neural Network Classification”. The 5th chapter deals with Cardiac Arrhythmia Classification Using Probabilistic Neural Networks. It includes denoising, wavelet decomposition, autoregression coefficients. Effective training and classification can be done using Probabilistic Neural Networks for Cardiac Arrhythmia. The model is tested on MIT-BIH database and Error% is taken as a performance criterion. The Probabilistic Neural Networks Approach resulted in accuracy 99.04%.The 6th chapter of the book discusses the results.

Product Specifications

Brand: LAP Lambert Academic Publishing
Format: paperback
ASIN: B0CGKRP1BC
Category: Books > Subjects > Computing & Internet
Domain: Amazon UK
Release Date: 02 August 2023
Listed Since: 27 August 2023

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LAP Lambert Academic Publishing Computational Intelligence Techniques on Cardiac Arrhythmia: Some Studies on Cardiac Arrhythmia Using Computational Intelligence Techniques

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It has never been this cheap. We have no record of a lower price.

LAP Lambert Academic Publishing Computational Intelligence Techniques on Cardiac Arrhythmia: Some Studies on Cardiac Arrhythmia Using Computational Intelligence Techniques

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