A Transfer Learning-Based Framework for Enhanced Classification of Perceived Mental Stress Using EEG Spectrograms

A Transfer Learning-Based Framework for Enhanced Classification of Perceived Mental Stress Using EEG Spectrograms

Stress is a significant health concern, impacting both physical and mental well-being. Prolonged exposure to stress can lead to numerous physical health issues, including cardiovascular diseases, and a weakened immune system. This study presents a novel methodology for classifying perceived mental s...

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Bibliographic Details
Main Authors: Sheharyar Khan, Sadam Hussain Noorani, Jaroslav Frnda, Usman Rauf, Aamir Arsalan, Sanay Muhammad Umar Saeed
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Transfer learning
electroencephalography
human stress
spectrograms
classification
deep learning
Online Access:https://ieeexplore.ieee.org/document/11006997/
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