ArticleEntropy (Basel, Switzerland)2020
On the Variability of Heart Rate Variability-Evidence from Prospective Study of Healthy Young College Students.
Article in Entropy (Basel, Switzerland), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 1 of them a synthesis that pooled it.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
16 citing papers in PubMed, 1 synthesis or guideline pooled it.
- A meta-analysis investigating the outcomes and correlation between heart rate variability biofeedback training on depressive symptoms and heart rate variability outcomes versus standard treatment in comorbid adult populations.Acta bio-medica : Atenei Parmensis · 2023Pooled it
- Fractal Properties of Heart Rate Dynamics: A New Biomarker for Anesthesia-Biphasic Changes in General Anesthesia and Decrease in Spinal Anesthesia.Sensors (Basel, Switzerland) · 2022Trial
- Associations of Poincaré Plot-Derived Parameters with Heart Rate Variability and Autonomic Reflex Testing in a Real-World Clinical Population.Diagnostics (Basel, Switzerland) · 2026Article
- Thermal stress: an untapped potential in rehabilitation? An opinion paper on Finnish sauna and whole-body cryostimulation.Frontiers in rehabilitation sciences · 2026Review
- Harnessing Nonlinear Mechanics to Transform Medical Diagnostics.Applied mechanics reviews · 2025Article
- Analysis of autonomic function in patients with functional dyspepsia using real-time wearable devices and smartphone applications.Journal of clinical biochemistry and nutrition · 2025Article
- Mental well-being of college students: focus on sex differences and psycho physiological indices.BMC public health · 2025Article
- Article
- Developing a Five-Minute Normative Database of Heart Rate Variability for Diagnosing Cardiac Autonomic Dysregulation for Patients with Major Depressive Disorder.Sensors (Basel, Switzerland) · 2024Article
- Prediction models for lymph node metastasis in cervical cancer based on preoperative heart rate variability.Frontiers in neuroscience · 2024Article
- Heart rhythm complexity analysis in patients with inferior ST-elevation myocardial infarction.Scientific reports · 2023Article
- Autonomic complexity dynamically indexes affect regulation in everyday life.Journal of psychopathology and clinical science · 2023Article
- A dataset on 24-h electrocardiograph, sleep and metabolic function of male type 2 diabetes mellitus.Data in brief · 2023Article
- Heart rate variability in different sleep stages is associated with metabolic function and glycemic control in type 2 diabetes mellitus.Frontiers in physiology · 2023Article
- Heart Rate Variability in Healthy Subjects During Monitored, Short-Term Stress Followed by 24-hour Cardiac Monitoring.Frontiers in physiology · 2022Article
- Longitudinal Changes and Recovery in Heart Rate Variability of Young Healthy Subjects When Exposure to a Hypobaric Hypoxic Environment.Frontiers in physiology · 2021Article
Corrections and comments
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Authors and funding
7 authors.
Funding
Abstract
Heart rate variability (HRV) has been widely used as indices for autonomic regulation, including linear analyses, entropy and multi-scale entropy based nonlinear analyses, and however, it is strongly influenced by the conditions under which the signal is being recorded. To investigate the variability of healthy HRV under different settings, we recorded electrocardiograph (ECG) signals from 56 healthy young college students (20 h for each participant) at campus using wearable single-lead ECG device. Accurate R peak to R peak (RR) intervals were extracted by combing the advantages of five commonly used R-peak detection algorithms to eliminate data quality influence. Thorough and detailed linear and nonlinear HRV analyses were performed. Variability of HRV metrics were evaluated from five categories: (1) different states of daily activities; (2) different recording time period in the same day during free-running daily activities; (3) body postures of sitting and lying; (4) lying on the left, right and back; and (5) gender influence. For most of the analyzed HRV metrics, significant differences (
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