Detection of Obstructive Sleep Apnea Based on ECG System Dynamics, Hybrid Signal Processing and Neural Networks

Author:

Li Tianyi1,Zeng Wei1,Shan Liangmin1,Chen Yang1,Yuan Chengzhi2

Affiliation:

1. School of Physics and Mechanical and Electrical Engineering, Longyan University,Longyan,P. R. China,364012

2. University of Rhode Island,Department of Mechanical, Industrial & Systems Engineering,Kingston,RI,USA,02881

Publisher

IEEE

Reference32 articles.

1. The apnea-ECG database

2. Wavelet Transform With Tunable Q-Factor

3. Variational Mode Decomposition

4. Physio Bank, PhysioToolkit, and Physionet: components of a new research resource for complex physiologic signals;goldberger;Circulation,2003

5. Automatic Detection of Obstructive Sleep Apnea Events Using a Deep CNN-LSTM Model

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