Explainable Computer-Aided Detection of Obstructive Sleep Apnea and Depression

Explainable Computer-Aided Detection of Obstructive Sleep Apnea and Depression

Obstructive Sleep Apnea Syndrome (OSAS) and Major Depressive Disorder (MDD) are common conditions associated with poor quality of life. In this work, we aim to classify OSAS and depression in patients with OSAS using machine learning techniques. We have extracted features from electrocardiograms (EC...

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Bibliographic Details
Main Authors: Mostafa M. Moussa, Yahya Alzaabi, Ahsan H. Khandoker
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Electroencephalography (EEG)
electrocardiography (ECG)
obstructive sleep apnea syndrome (OSAS)
depression
sleep staging
machine learning
Online Access:https://ieeexplore.ieee.org/document/9923904/

Internet

https://ieeexplore.ieee.org/document/9923904/

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