Portable Sleep Apnea Syndrome Screening and Event Detection Using Long Short-Term Memory Recurrent Neural Network

Portable Sleep Apnea Syndrome Screening and Event Detection Using Long Short-Term Memory Recurrent Neural Network

Obstructive sleep apnea/hypopnea syndrome (OSAHS) is characterized by repeated airflow partial reduction or complete cessation due to upper airway collapse during sleep. OSAHS can induce frequent awake and intermittent hypoxia that is associated with hypertension and cardiovascular events. Full-chan...

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Bibliographic Details
Main Authors: Hung-Chi Chang, Hau-Tieng Wu, Po-Chiun Huang, Hsi-Pin Ma, Yu-Lun Lo, Yuan-Hao Huang
Format: Article
Language:English
Published: MDPI AG 2020-10-01
Series:Sensors
Subjects:
Abdominal movement signal
hypopnea
LSTM-RNN
neural network
oxygen saturation
sleep apnea syndrome
Online Access:https://www.mdpi.com/1424-8220/20/21/6067

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