Depression Detection and Diagnosis Based on Electroencephalogram (EEG) Analysis: A Systematic Review

Depression Detection and Diagnosis Based on Electroencephalogram (EEG) Analysis: A Systematic Review

<b>Background:</b> Mental disorders are disturbances of brain functions that cause cognitive, affective, volitional, and behavioral functions to be disrupted to varying degrees. One of these disorders is depression, a significant factor contributing to the increase in suicide cases world...

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Bibliographic Details
Main Authors: Kholoud Elnaggar, Mostafa M. El-Gayar, Mohammed Elmogy
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Diagnostics
Subjects:
mild depression disorder (MDD) detection
EEG signal features and biomarkers
optimizing electroencephalogram (EEG) channel selection
EEG preprocessing methods
integrating IoT and EEG
ML and DL methods for depression diagnosis
Online Access:https://www.mdpi.com/2075-4418/15/2/210
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