TWD-DepNet: a deep network enhanced by three-way decisions for EEG-based depression detection

Abstract The non-invasive capacity of electroencephalography (EEG) to record cerebral activity has made it a potential technique for depression identification. However, existing deep learning models often struggle with the inherent uncertainty of EEG signals and limited capacity for extracting discr...

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Bibliographic Details
Main Authors: Chunlei Shi, Shouzhu Yan, Wei He, Haiyan Wang
Format: Article
Language:English
Published: Elsevier 2025-08-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Online Access:https://doi.org/10.1007/s44443-025-00196-y
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