Multi-Class Stress Detection Through Heart Rate Variability: A Deep Neural Network Based Study

Multi-Class Stress Detection Through Heart Rate Variability: A Deep Neural Network Based Study

Stress is a natural human reaction to demands or pressure, usually when perceived as harmful or/and toxic. When stress becomes constantly overwhelmed and prolonged, it increases the risk of mental health and physiological uneasiness. Furthermore, chronic stress raises the likelihood of mental health...

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Bibliographic Details
Main Authors: Jon Andreas Mortensen, Martin Efremov Mollov, Ayan Chatterjee, Debasish Ghose, Frank Y. Li
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Stress detection
heart rate variability
convolution neural network
feature extraction
Online Access:https://ieeexplore.ieee.org/document/10121432/

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