EEG-based schizophrenia diagnosis using deep learning with multi-scale and adaptive feature selection

EEG-based schizophrenia diagnosis using deep learning with multi-scale and adaptive feature selection

Schizophrenia is a chronic and severe mental illness that significantly impacts the daily lives and work of those affected. Unfortunately, schizophrenia with negative symptoms often gets misdiagnosed, relying heavily on the clinician’s experience. There is a pressing need to develop an objective and...

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Bibliographic Details
Main Authors: Alanoud Al Mazroa, Majdy M. Eltahir, Shouki A. Ebad, Faiz Abdullah Alotaibi, Venkatachalam K, Jaehyuk Cho
Format: Article
Language:English
Published: PeerJ Inc. 2025-05-01
Series:PeerJ Computer Science
Subjects:
Schizophrenia detection
EEG
Deep learning
Atrous convolution
Adaptive weight fusion module
Mental health diagnosis
Online Access:https://peerj.com/articles/cs-2811.pdf
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https://peerj.com/articles/cs-2811.pdf

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