Stress can be detected during emotion-evoking smartphone use: a pilot study using machine learning

Stress can be detected during emotion-evoking smartphone use: a pilot study using machine learning

IntroductionThe detrimental consequences of stress highlight the need for precise stress detection, as this offers a window for timely intervention. However, both objective and subjective measurements suffer from validity limitations. Contactless sensing technologies using machine learning methods p...

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Bibliographic Details
Main Authors: Lydia Helene Rupp, Akash Kumar, Misha Sadeghi, Lena Schindler-Gmelch, Marie Keinert, Bjoern M. Eskofier, Matthias Berking
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-04-01
Series:Frontiers in Digital Health
Subjects:
stress
emotion
machine learning
emotion expression
automated stress recognition
Online Access:https://www.frontiersin.org/articles/10.3389/fdgth.2025.1578917/full
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https://www.frontiersin.org/articles/10.3389/fdgth.2025.1578917/full

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