Heart rate variability feature selection in the presence of sleep apnea: An expert system for the characterization and detection of the disorder

2017/10/12 by Martín González, Sofía Martín-González, Juan L. Navarro-Mesa +6 · 12 citations
Medicine · Engineering · Economics, Econometrics and Finance · #Heart Rate Variability and Autonomic Control #Advanced Chemical Sensor Technologies #Complex Systems and Time Series Analysis

paper · doi:10.1016/j.compbiomed.2017.10.004

Citations

• Increased Prevalence of Sleep-Disordered Breathing in Adults

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• Introducing the Hybrid "K-means, RLS" Learning for the RBF Network in Obstructive Apnea Disease Detection using Dual-tree Complex Wavelet Transform Based Features. [europepmc]
• Sleep Apnea Classification Algorithm Development Using a Machine-Learning Framework and Bag-of-Features Derived from Electrocardiogram Spectrograms. [europepmc]
• Sleep Apnea Detection Based on Multi-Scale Residual Network. [europepmc]
• A Comprehensive Review: Computational Models for Obstructive Sleep Apnea Detection in Biomedical Applications. [europepmc]
• Combining Heart Rate Variability and Oximetry to Improve Apneic Event Screening in Non-Desaturating Patients. [europepmc]
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