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Heart rate variability in psychology: A review of HRV indices and an analysis tutorial
The use of heart rate variability (HRV) in research has been greatly popularized over the
past decades due to the ease and affordability of HRV collection, coupled with its clinical …
past decades due to the ease and affordability of HRV collection, coupled with its clinical …
An overview of heart rate variability metrics and norms
Healthy biological systems exhibit complex patterns of variability that can be described by
mathematical chaos. Heart rate variability (HRV) consists of changes in the time intervals …
mathematical chaos. Heart rate variability (HRV) consists of changes in the time intervals …
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 …
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 …
Reliability of ultra-short-term analysis as a surrogate of standard 5-min analysis of heart rate variability
Background: Despite the increasing demands of ultra-short-term heart rate (HR) variability
(HRV) for practical ambulatory applications, there have been few studies that have …
(HRV) for practical ambulatory applications, there have been few studies that have …
Automatic ECG-based emotion recognition in music listening
This paper presents an automatic ECG-based emotion recognition algorithm for human
emotion recognition. First, we adopt a musical induction method to induce participants' real …
emotion recognition. First, we adopt a musical induction method to induce participants' real …
Large-scale wearable data reveal digital phenotypes for daily-life stress detection
Physiological signals have shown to be reliable indicators of stress in laboratory studies, yet
large-scale ambulatory validation is lacking. We present a large-scale cross-sectional study …
large-scale ambulatory validation is lacking. We present a large-scale cross-sectional study …
Ultra short term analysis of heart rate variability for monitoring mental stress in mobile settings
Heart rate variability (HRV) analysis is commonly used as a quantitative marker depicting
the activity of autonomous nervous system (ANS) that may be related to mental stress. For …
the activity of autonomous nervous system (ANS) that may be related to mental stress. For …
Heart rate variability metrics for fine-grained stress level assessment
Abstract Background and Objectives: In spite of the existence of a multitude of techniques
that allow the estimation of stress from physiological indexes, its fine-grained assessment is …
that allow the estimation of stress from physiological indexes, its fine-grained assessment is …
Hierarchy of individual calibration levels for heart rate and accelerometry to measure physical activity
Combining accelerometry with heart rate (HR) monitoring may improve precision of physical
activity measurement. Considerable variation exists in the relationships between physical …
activity measurement. Considerable variation exists in the relationships between physical …