A review on mental stress detection using wearable sensors and machine learning techniques
Stress is an escalated psycho-physiological state of the human body emerging in response
to a challenging event or a demanding condition. Environmental factors that trigger stress …
to a challenging event or a demanding condition. Environmental factors that trigger stress …
A critical review of ultra-short-term heart rate variability norms research
Heart rate variability (HRV) is the fluctuation in time between successive heartbeats and is
defined by interbeat intervals. Researchers have shown that short-term (∼ 5-min) and long …
defined by interbeat intervals. Researchers have shown that short-term (∼ 5-min) and long …
[HTML][HTML] Photoplethysmography based atrial fibrillation detection: a review
Atrial fibrillation (AF) is a cardiac rhythm disorder associated with increased morbidity and
mortality. It is the leading risk factor for cardioembolic stroke and its early detection is crucial …
mortality. It is the leading risk factor for cardioembolic stroke and its early detection is crucial …
Ultra-short term HRV features as surrogates of short term HRV: A case study on mental stress detection in real life
Background This paper suggests a method to assess the extent to which ultra-short Heart
Rate Variability (HRV) features (less than 5 min) can be considered as valid surrogates of …
Rate Variability (HRV) features (less than 5 min) can be considered as valid surrogates of …
[HTML][HTML] An interpretable machine learning approach to multimodal stress detection in a simulated office environment
Background and objective: Work-related stress affects a large part of today's workforce and
is known to have detrimental effects on physical and mental health. Continuous and …
is known to have detrimental effects on physical and mental health. Continuous and …
Detection of stress levels from biosignals measured in virtual reality environments using a kernel-based extreme learning machine
D Cho, J Ham, J Oh, J Park, S Kim, NK Lee, B Lee - Sensors, 2017 - mdpi.com
Virtual reality (VR) is a computer technique that creates an artificial environment composed
of realistic images, sounds, and other sensations. Many researchers have used VR devices …
of realistic images, sounds, and other sensations. Many researchers have used VR devices …
[HTML][HTML] Heart rate variability for evaluating psychological stress changes in healthy adults: a sco** review
The utility of heart rate variability (HRV) for characterizing psychological stress is primarily
impacted by methodological considerations such as study populations, experienced versus …
impacted by methodological considerations such as study populations, experienced versus …
Are ultra‐short heart rate variability features good surrogates of short‐term ones? State‐of‐the‐art review and recommendations
Ultra‐short heart rate variability (HRV) analysis refers to the study of HRV features in
excerpts of length< 5 min. Ultra‐short HRV is widely growing in many healthcare …
excerpts of length< 5 min. Ultra‐short HRV is widely growing in many healthcare …
Multilevel mental stress detection using ultra-short pulse rate variability series
Prolonged exposure to mental stress reduces human work efficiency in daily life and may
increase the risk of diabetes and cardiovascular diseases. However, identification of the true …
increase the risk of diabetes and cardiovascular diseases. However, identification of the true …
[HTML][HTML] Detecting Prolonged Stress in Real Life Using Wearable Biosensors and Ecological Momentary Assessments: Naturalistic Experimental Study
Background Increasing efforts toward the prevention of stress-related mental disorders have
created a need for unobtrusive real-life monitoring of stress-related symptoms. Wearable …
created a need for unobtrusive real-life monitoring of stress-related symptoms. Wearable …