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An Intelligent Algorithm for Home Sleep Apnea Test Device

An Intelligent Algorithm for Home Sleep Apnea Test Device
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Author(s): Ahsan H. Khandoker (The University of Melbourne, Australia)
Copyright: 2010
Pages: 15
Source title: Intelligent Medical Technologies and Biomedical Engineering: Tools and Applications
Source Author(s)/Editor(s): Anupam Shukla (ABV – Indian Institute of Information, India)and Ritu Tiwari (ABV – Indian Institute of Information, India)
DOI: 10.4018/978-1-61520-977-4.ch011

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Abstract

In this chapter authors try to develop a system for Sleep apnea with the help of machine learning algorithms using ECG signals.  The application of an intelligent machine learning technique (Support Vector Machines, SVM) to diagnose the patients with sleep apnea syndrome using Electrocardiogram (ECG) signal.  Sleep apnea syndrome is a medical condition caused by sleep apnea which is defined as the cessation of breathing for short periods during sleep.

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