Integrative Analysis of Open Datasets for Stress Prediction

Purpose Stress is the physiological or psychological response to internal or external stressors. By causing physiological and behavioral changes, persistent stress affects psychological and physiological functionality, potentially reducing the quality of life. Therefore, it is of great interest to s...

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Veröffentlicht in:	Journal of medical and biological engineering Jg. 45; H. 3; S. 385 - 399
Hauptverfasser:	Ladakis, Ioannis, Fotopoulos, Dimitris, Chouvarda, Ioanna
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Berlin/Heidelberg Springer Berlin Heidelberg 01.06.2025 Springer Nature B.V
Schlagworte:	Accuracy Biological Techniques Biomedical and Life Sciences Biomedical Engineering and Bioengineering Biomedical Engineering/Biotechnology Biomedicine Classification Data collection Datasets Deep learning Electrocardiography Electromyography Feature selection Heart rate Machine learning Open data Original Article Physiology Predictions Quality of life Regenerative Medicine/Tissue Engineering Sensors Signal processing Stress Support vector machines Wearable computers Deep learning Stress detection Physiological data Machine learning Biosignals Stress assessment Supervised models Open datasets
ISSN:	1609-0985, 2199-4757
Online-Zugang:	Volltext
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