Machine and Deep Learning Models for Stress Detection Using Multimodal Physiological Data

Machine and Deep Learning Models for Stress Detection Using Multimodal Physiological Data

Stress can disrupt daily activities and harm health if prolonged or severe. Early detection of mental stress, indicated by changes in bio-signals like thermal, electrical, and acoustic signals, can prevent related health issues. This study employs machine learning and deep learning techniques on mul...

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Bibliographic Details
Main Authors: Eman Abdelfattah, Shreehar Joshi, Shreekar Tiwari
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Machine learning
neural networks
classification
stress detection
Online Access:https://ieeexplore.ieee.org/document/10820549/
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