[HTML][HTML] Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review

G Vos, K Trinh, Z Sarnyai, MR Azghadi - International Journal of Medical …, 2023 - Elsevier
Introduction Wearable sensors have shown promise as a non-intrusive method for collecting
biomarkers that may correlate with levels of elevated stress. Stressors cause a variety of …

Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review

G Vos, K Trinh, Z Sarnyai… - … Journal of Medical …, 2023 - researchonline.jcu.edu.au
Introduction: Wearable sensors have shown promise as a non-intrusive method for
collecting biomarkers that may correlate with levels of elevated stress. Stressors cause a …

Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review.

G Vos, K Trinh, Z Sarnyai - International Journal of Medical …, 2023 - europepmc.org
Objective The aim of this review is to provide an overview of machine learning techniques
utilized in prior research with a specific focus on model generalization when using these …

[PDF][PDF] Generalizable Machine Learning for Stress Monitoring from Wear-able Devices: A Systematic Literature Review

G Vos, K Trinh, Z Sarnyai… - arXiv preprint arXiv …, 2022 - researchgate.net
Introduction. Wearable sensors have shown promise as a non-intrusive method for
collecting biomarkers that may correlate with levels of elevated stress. Stressors cause a …

Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review

G Vos, K Trinh, Z Sarnyai, MR Azghadi - arXiv preprint arXiv:2209.15137, 2022 - arxiv.org
Introduction. The stress response has both subjective, psychological and objectively
measurable, biological components. Both of them can be expressed differently from person …

Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review

G Vos, K Trinh, Z Sarnyai, M Rahimi Azghadi - arXiv e-prints, 2022 - ui.adsabs.harvard.edu
Introduction. The stress response has both subjective, psychological and objectively
measurable, biological components. Both of them can be expressed differently from person …

Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review

G Vos, K Trinh, Z Sarnyai… - International journal of …, 2023 - pubmed.ncbi.nlm.nih.gov
Introduction Wearable sensors have shown promise as a non-intrusive method for collecting
biomarkers that may correlate with levels of elevated stress. Stressors cause a variety of …