Automated classification of stress and relaxation responses in major depressive disorder, panic disorder, and healthy participants via heart rate variability

Automated classification of stress and relaxation responses in major depressive disorder, panic disorder, and healthy participants via heart rate variability

BackgroundStress is a significant risk factor for psychiatric disorders such as major depressive disorder (MDD) and panic disorder (PD). This highlights the need for advanced stress-monitoring technologies to improve treatment. Stress affects the autonomic nervous system, which can be evaluated via...

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Bibliographic Details
Main Authors: Sangwon Byun, Ah Young Kim, Min-Sup Shin, Hong Jin Jeon, Chul-Hyun Cho
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Psychiatry
Subjects:
heart rate variability
major depressive disorder
panic disorder
stress
relaxation
machine learning
Online Access:https://www.frontiersin.org/articles/10.3389/fpsyt.2024.1500310/full
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