A Lightweight Multi-Mental Disorders Detection Method Using Entropy-Based Matrix from Single-Channel EEG Signals

A Lightweight Multi-Mental Disorders Detection Method Using Entropy-Based Matrix from Single-Channel EEG Signals

<b>Background</b>: Mental health issues are increasingly prominent worldwide, posing significant threats to patients and deeply affecting their families and social relationships. Traditional diagnostic methods are subjective and delayed, indicating the need for an objective and effective...

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Bibliographic Details
Main Authors: Jiawen Li, Guanyuan Feng, Jujian Lv, Yanmei Chen, Rongjun Chen, Fei Chen, Shuang Zhang, Mang-I Vai, Sio-Hang Pun, Peng-Un Mak
Format: Article
Language:English
Published: MDPI AG 2024-09-01
Series:Brain Sciences
Subjects:
mental disorders detection
electroencephalography (EEG)
entropy
machine learning
Online Access:https://www.mdpi.com/2076-3425/14/10/987

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https://www.mdpi.com/2076-3425/14/10/987

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