A Method for Sleep Quality Analysis Based on CNN Ensemble With Implementation in a Portable Wireless Device

The quality of sleep can be affected by the occurrence of a sleep related disorder and, among these disorders, obstructive sleep apnea is commonly undiagnosed. Polysomnography is considered to be the gold standard for sleep analysis. However, it is an expensive and labor-intensive exam that is unava...

Full description

Bibliographic Details
Main Authors: Fabio Mendonca, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias, Gabriel Julia-Serda, Antonio G. Ravelo-Garcia
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
CAP
ECG
OSA
Online Access:https://ieeexplore.ieee.org/document/9178355/