[PDF][PDF] Development of a closed-loop neurostimulation system for stress reduction
Stress is defined as a physiological response to mental, physical, or emotional stimuli and
affects many people all over the world compromising their health. This study aims to develop …
affects many people all over the world compromising their health. This study aims to develop …
Assessing effectiveness of heart rate variability biofeedback to mitigate mental health symptoms: a pilot study
T Castro Ribeiro, P Sobregrau Sangrà… - Frontiers in …, 2023 - frontiersin.org
Introduction: The increasing burden on mental health has become a worldwide concern
especially due to its substantial negative social and economic impact. The implementation of …
especially due to its substantial negative social and economic impact. The implementation of …
Mental Stress Detection and Mitigation using Machine Learning and Binaural Beat Stimulation
Stress is an inevitable problem experienced by people worldwide. Continuous exposure to
stress can greatly impact mental activity as well as physical health thereby leading to several …
stress can greatly impact mental activity as well as physical health thereby leading to several …
Mental stress detection using a wearable device and heart rate variability monitoring
C Goumopoulos, NG Stergiopoulos - Edge-of-Things in Personalized …, 2022 - Elsevier
Providing health support, both physical and mental, is of high significance in order to
promote well-being and quality of life. In this context, the ability to sense, monitor and detect …
promote well-being and quality of life. In this context, the ability to sense, monitor and detect …
Efficient methods for acute stress detection using heart rate variability data from Ambient Assisted Living sensors
B Szakonyi, I Vassányi, E Schumacher… - Biomedical engineering …, 2021 - Springer
Abstract Background Using Ambient Assisted Living sensors to detect acute stress could
help people mitigate the harmful effects of everyday stressful situations. This would help …
help people mitigate the harmful effects of everyday stressful situations. This would help …
Determination of the Effects of Transcutaneous Auricular Vagus Nerve Stimulation on the Heart Rate Variability Using a Machine Learning Pipeline
A Tarasenko, S Guazzotti, T Minot, M Oganesyan… - Bioelectricity, 2022 - liebertpub.com
Background: We are all aware of day-to-day healthy stress, but, when sustained for long
periods, stress is believed to lead to serious physical and mental health issues. Materials …
periods, stress is believed to lead to serious physical and mental health issues. Materials …
Exploring Multi-Class Stress Detection Using Deep Neural Networks
CS Kumar, O Bhaskaru, B Karanam… - 2024 International …, 2024 - ieeexplore.ieee.org
This study uses Heart rate variability (HRV) as a biomarker to analyze the complex link
between ongoing stress and its possible physical effects. To deal with difficult situations …
between ongoing stress and its possible physical effects. To deal with difficult situations …
Analysis of Psychophysiological Responses Using Heart Rate Variability: Towards Real-Time Affect Recognition
M Bahameish - 2023 - qmro.qmul.ac.uk
Recent technological developments have provided innovative means for promoting health
and well-being through physiological response monitoring. Heart rate variability (HRV) has …
and well-being through physiological response monitoring. Heart rate variability (HRV) has …
Strategies for Reliable Stress Recognition: A Machine Learning Approach Using Heart Rate Variability Features
Stress recognition, particularly using machine learning (ML) with physiological data such as
heart rate variability (HRV), holds promise for mental health interventions. However, limited …
heart rate variability (HRV), holds promise for mental health interventions. However, limited …
Assessing new methods to optimally detect episodes of non-metabolic heart rate variability reduction as an indicator of psychological stress in everyday life: A …
SBRE Brown, JF Brosschot, A Versluis… - Frontiers in …, 2020 - frontiersin.org
Frequent or chronic reduction in heart rate variability (HRV) is a powerful predictor of
cardiovascular disease, and psychological stress has been suggested to be a co …
cardiovascular disease, and psychological stress has been suggested to be a co …