Ensemble Computational Intelligent for Insomnia Sleep Stage Detection via the Sleep ECG Signal

Ensemble Computational Intelligent for Insomnia Sleep Stage Detection via the Sleep ECG Signal

Insomnia is a common sleep disorder in which patients cannot sleep properly. Accurate detection of insomnia disorder is a crucial step for mental disease analysis in the early stages. The disruption in getting quality sleep is one of the big sources of cardiovascular syndromes such as blood pressure...

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Bibliographic Details
Main Authors: Pragati Tripathi, M. A. Ansari, Tapan Kumar Gandhi, Rajat Mehrotra, Md Belal Bin Heyat, Faijan Akhtar, Chiagoziem C. Ukwuoma, Abdullah Y. Muaad, Yasser M. Kadah, Mugahed A. Al-Antari, Jian Ping Li
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Sleep disorder
cardiovascular syndromes
ECG sleep signals
AI-based insomnia detection
27 machine learning
CAP sleep database
Online Access:https://ieeexplore.ieee.org/document/9917483/

Internet

https://ieeexplore.ieee.org/document/9917483/

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