Detection of Depression Using Weighted Spectral Graph Clustering With EEG Biomarkers

Detection of Depression Using Weighted Spectral Graph Clustering With EEG Biomarkers

The alarming annual growth in the number of people affected by Major Depressive Disorder (MDD) is a problem on a global scale. In the primary scrutiny of depression, Electroencephalography (EEG) is one of the analytical tools available. Machine Learning (ML) and Deep Neural Networks (DNN) methods ar...

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Bibliographic Details
Main Authors: Shreeya Garg, Urvashi Prakash Shukla, Linga Reddy Cenkeramaddi
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Unsupervised classification
biomarkers
bandpower
EEG signal
depression
Online Access:https://ieeexplore.ieee.org/document/10138579/

Internet

https://ieeexplore.ieee.org/document/10138579/

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