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1,561 Results Found

  • Review
  • Open Access
32 Citations
11,464 Views
17 Pages

Neuromodulation Applied to Diseases: The Case of HRV Biofeedback

  • Asaf Gitler,
  • Leen Vanacker,
  • Marijke De Couck,
  • Inge De Leeuw and
  • Yoram Gidron

8 October 2022

The vagus or “wandering” nerve is the main branch of the parasympathetic nervous system (PNS), innervating most internal organs crucial for health. Activity of the vagus nerve can be non-invasively indexed by heart-rate variability parameters (HRV)....

  • Article
  • Open Access
17 Citations
4,696 Views
15 Pages

Preprocessing Methods for Ambulatory HRV Analysis Based on HRV Distribution, Variability and Characteristics (DVC)

  • Mouna Benchekroun,
  • Baptiste Chevallier,
  • Dan Istrate,
  • Vincent Zalc and
  • Dominique Lenne

3 March 2022

Thanks to wearable devices joint with AI algorithms, it is possible to record and analyse physiological parameters such as heart rate variability (HRV) in ambulatory environments. The main downside to such setups is the bad quality of recorded data d...

  • Article
  • Open Access
9 Citations
6,462 Views
14 Pages

Detection of Cognitive Load Modulation by EDA and HRV

  • Alexis Boffet,
  • Laurent M. Arsac,
  • Vincent Ibanez,
  • Fabien Sauvet and
  • Véronique Deschodt-Arsac

8 April 2025

Electrodermal activity (EDA) and heart rate variability (HRV) offer opportunities to grasp critical manifestations of the nervous autonomic system using low-intrusive sensing tools. A key question relies on the capacity to adequately process EDA and...

  • Article
  • Open Access
25 Citations
8,610 Views
14 Pages

Validity of Ultra-Short-Term HRV Analysis Using PPG—A Preliminary Study

  • Aline Taoum,
  • Alexis Bisiaux,
  • Florian Tilquin,
  • Yann Le Guillou and
  • Guy Carrault

20 October 2022

Continuous measurement of heart rate variability (HRV) in the short and ultra-short-term using wearable devices allows monitoring of physiological status and prevention of diseases. This study aims to evaluate the agreement of HRV features between a...

  • Review
  • Open Access
1 Citations
1,643 Views
33 Pages

HRV in Stress Monitoring by AI: A Scoping Review

  • Giovanna Zimatore,
  • Samuele Russo,
  • Maria Chiara Gallotta,
  • Giordano Passalacqua,
  • Victoria Zaborova,
  • Matteo Campanella,
  • Francesca Fiani,
  • Carlo Baldari,
  • Christian Napoli and
  • Cristian Randieri

19 December 2025

Despite the growing interest in physiological stress monitoring, an objective measure of stress is currently lacking, especially in clinical and rehabilitation contexts. With the emerging integration of artificial intelligence (AI) in data analytics,...

  • Article
  • Open Access
14 Citations
5,925 Views
23 Pages

Artifact Correction in Short-Term HRV during Strenuous Physical Exercise

  • Aleksandra Królak,
  • Tomasz Wiktorski,
  • Magnus Friestad Bjørkavoll-Bergseth and
  • Stein Ørn

8 November 2020

Heart rate variability (HRV) analysis can be a useful tool to detect underlying heart or even general health problems. Currently, such analysis is usually performed in controlled or semi-controlled conditions. Since many of the typical HRV measures a...

  • Review
  • Open Access
370 Citations
72,939 Views
20 Pages

Heart Rate Variability in Psychology: A Review of HRV Indices and an Analysis Tutorial

  • Tam Pham,
  • Zen Juen Lau,
  • S. H. Annabel Chen and
  • Dominique Makowski

9 June 2021

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 relevance and significant relationships with psychophysiological con...

  • Article
  • Open Access
54 Citations
8,314 Views
16 Pages

Mental Stress Assessment Using Ultra Short Term HRV Analysis Based on Non-Linear Method

  • Seungjae Lee,
  • Ho Bin Hwang,
  • Seongryul Park,
  • Sanghag Kim,
  • Jung Hee Ha,
  • Yoojin Jang,
  • Sejin Hwang,
  • Hoon-Ki Park,
  • Jongshill Lee and
  • In Young Kim

27 June 2022

Mental stress is on the rise as one of the major health problems in modern society. It is important to detect and manage mental stress to prevent various diseases caused by stress and to maintain a healthy life. The purpose of this paper is to presen...

  • Review
  • Open Access
6 Citations
5,146 Views
16 Pages

Heart Rate Variability (HRV) in Patients with Sleep Apnea and COPD: A Comprehensive Analysis

  • Andreea Zabara-Antal,
  • Radu Crisan-Dabija,
  • Raluca-Ioana Arcana,
  • Oana Elena Melinte,
  • Adriana-Loredana Pintilie,
  • Ionela Alina Grosu-Creanga,
  • Mihai Lucian Zabara and
  • Antigona Trofor

30 June 2025

Background: Obstructive sleep apnea (OSA) and chronic obstructive pulmonary disease (COPD) are prevalent conditions with overlapping clinical features and shared consequences on autonomic function. Heart rate variability (HRV), a non-invasive biomark...

  • Article
  • Open Access
2 Citations
3,211 Views
16 Pages

28 November 2019

In this paper, we propose a novel framework for the analysis of task-related heart rate variability (HRV). Respiration and HRV are measured from 92 test participants while performing a chirp-breathing task consisting of breathing at a slowly increasi...

  • Article
  • Open Access
15 Citations
3,525 Views
14 Pages

Short-Term HRV Analysis Using Nonparametric Sample Entropy for Obstructive Sleep Apnea

  • Duan Liang,
  • Shan Wu,
  • Lan Tang,
  • Kaicheng Feng and
  • Guanzheng Liu

24 February 2021

Obstructive sleep apnea (OSA) is associated with reduced heart rate variability (HRV) and autonomic nervous system dysfunction. Sample entropy (SampEn) is commonly used for regularity analysis. However, it has limitations in processing short-term seg...

  • Article
  • Open Access
13 Citations
7,324 Views
15 Pages

HRV in Active-Duty Special Forces and Public Order Military Personnel

  • Giuseppe Gancitano,
  • Antonio Baldassarre,
  • Luigi Isaia Lecca,
  • Nicola Mucci,
  • Marco Petranelli,
  • Mario Nicolia,
  • Antonio Brancazio,
  • Andrea Tessarolo and
  • Giulio Arcangeli

31 March 2021

Heart rate variability (HRV) is a simple, non-invasive, real-time analyzable, and highly reproducible measurement that captures incidences for assessing a person’s health and physical condition. Public security jobs are characterized by major exposur...

  • Article
  • Open Access
16 Citations
5,712 Views
14 Pages

Improvement in Surface Solar Irradiance Estimation Using HRV/MSG Data

  • Filomena Romano,
  • Domenico Cimini,
  • Angela Cersosimo,
  • Francesco Di Paola,
  • Donatello Gallucci,
  • Sabrina Gentile,
  • Edoardo Geraldi,
  • Salvatore Larosa,
  • Saverio T. Nilo and
  • Mariassunta Viggiano
  • + 2 authors

15 August 2018

The Advanced Model for the Estimation of Surface Solar Irradiance (AMESIS) was developed at the Institute of Methodologies for Environmental Analysis of the National Research Council of Italy (IMAA-CNR) to derive surface solar irradiance from SEVIRI...

  • Protocol
  • Open Access
24 Citations
11,694 Views
12 Pages

HRV-Guided Training for Professional Endurance Athletes: A Protocol for a Cluster-Randomized Controlled Trial

  • María Carrasco-Poyatos,
  • Alberto González-Quílez,
  • Ignacio Martínez-González-Moro and
  • Antonio Granero-Gallegos

Physiological training responses depend on sympathetic (SNS) and parasympathetic nervous system (PNS) balance. This activity can be measured using heart rate variability (HRV). Such a measurement method can favor individualized training planning to i...

  • Article
  • Open Access
682 Views
16 Pages

24 November 2025

Background/Objectives: Complex emotions in daily life often arise as mixtures of basic emotions, but most emotion-recognition systems still target a small set of discrete states and rely on contact-based sensing. This study aimed (1) to examine wheth...

  • Article
  • Open Access
19 Citations
8,144 Views
26 Pages

How Reliable Are Ultra-Short-Term HRV Measurements during Cognitively Demanding Tasks?

  • André Bernardes,
  • Ricardo Couceiro,
  • Júlio Medeiros,
  • Jorge Henriques,
  • César Teixeira,
  • Marco Simões,
  • João Durães,
  • Raul Barbosa,
  • Henrique Madeira and
  • Paulo Carvalho

30 August 2022

Ultra-short-term HRV features assess minor autonomous nervous system variations such as variations resulting from cognitive stress peaks during demanding tasks. Several studies compare ultra-short-term and short-term HRV measurements to investigate t...

  • Article
  • Open Access
8 Citations
4,397 Views
18 Pages

The Validity of MotionSense HRV in Estimating Sedentary Behavior and Physical Activity under Free-Living and Simulated Activity Settings

  • Sunku Kwon,
  • Neng Wan,
  • Ryan D. Burns,
  • Timothy A. Brusseau,
  • Youngwon Kim,
  • Santosh Kumar,
  • Emre Ertin,
  • David W. Wetter,
  • Cho Y. Lam and
  • Wonwoo Byun
  • + 1 author

18 February 2021

MotionSense HRV is a wrist-worn accelerometery-based sensor that is paired with a smartphone and is thus capable of measuring the intensity, duration, and frequency of physical activity (PA). However, little information is available on the validity o...

  • Article
  • Open Access
18 Citations
5,610 Views
21 Pages

Statistical Analysis of the Consistency of HRV Analysis Using BCG or Pulse Wave Signals

  • Huiying Cui,
  • Zhongyi Wang,
  • Bin Yu,
  • Fangfang Jiang,
  • Ning Geng,
  • Yongchun Li,
  • Lisheng Xu,
  • Dingchang Zheng,
  • Biyong Zhang and
  • Stephen E. Greenwald
  • + 1 author

21 March 2022

Ballistocardiography (BCG) is considered a good alternative to HRV analysis with its non-contact and unobtrusive acquisition characteristics. However, consensus about its validity has not yet been established. In this study, 50 healthy subjects (26.2...

  • Article
  • Open Access
2 Citations
2,876 Views
20 Pages

25 September 2024

Mental distress-induced imbalances in autonomic nervous system activities adversely affect the electrical stability of the cardiac system, with heart rate variability (HRV) identified as a related indicator. Traditional HRV measurements use electroca...

  • Article
  • Open Access
13 Citations
3,910 Views
13 Pages

Generally, larger cities are characterized by traffic congestion, which is associated with higher concentrations of pollution, including Carbon Monoxide (CO) pollution. However, this convention requires empirical support on the basis of accurate and...

  • Article
  • Open Access
2 Citations
1,667 Views
26 Pages

Physiological State Recognition via HRV and Fractal Analysis Using AI and Unsupervised Clustering

  • Galya Georgieva-Tsaneva,
  • Krasimir Cheshmedzhiev,
  • Yoan-Aleksandar Tsanev and
  • Miroslav Dechev

22 August 2025

Early detection of physiological dysregulation is critical for timely intervention and effective health management. Traditional monitoring systems often rely on labeled data and predefined thresholds, limiting their adaptability and generalization to...

  • Article
  • Open Access
14 Citations
10,843 Views
19 Pages

Analysis of Gender Differences in HRV of Patients with Myalgic Encephalomyelitis/Chronic Fatigue Syndrome Using Mobile-Health Technology

  • Lluis Capdevila,
  • Jesús Castro-Marrero,
  • José Alegre,
  • Juan Ramos-Castro and
  • Rosa M Escorihuela

28 May 2021

In a previous study using mobile-health technology (mHealth), we reported a robust association between chronic fatigue symptoms and heart rate variability (HRV) in female patients with myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS). This...

  • Article
  • Open Access
29 Citations
3,718 Views
14 Pages

Diagnosing Various Severity Levels of Congestive Heart Failure Based on Long-Term HRV Signal

  • Zhengchun Hua,
  • Chen Chen,
  • Ruiqi Zhang,
  • Guangyuan Liu and
  • Wanhui Wen

21 June 2019

Previous studies have attempted to find autonomic differences of the cardiac system between the congestive heart failure (CHF) disease and healthy groups using a variety of algorithms of pattern recognition. By comparing previous literature, we have...

  • Article
  • Open Access
62 Citations
7,175 Views
21 Pages

27 February 2017

In the present work, an automated method to diagnose Congestive Heart Failure (CHF) using Heart Rate Variability (HRV) signals is proposed. This method is based on Flexible Analytic Wavelet Transform (FAWT), which decomposes the HRV signals into diff...

  • Article
  • Open Access
15 Citations
6,052 Views
16 Pages

Inhibitory Control and Brain–Heart Interaction: An HRV-EEG Study

  • Maria Daniela Cortese,
  • Martina Vatrano,
  • Paolo Tonin,
  • Antonio Cerasa and
  • Francesco Riganello

Background: Motor inhibition is a complex cognitive function regulated by specific brain regions and influenced by the activity of the Central Autonomic Network. We investigate the two-way Brain–Heart interaction during a Go/NoGo task. Spectral...

  • Article
  • Open Access
34 Citations
6,247 Views
13 Pages

13 September 2017

Obstructive sleep apnea (OSA) is a common sleep disorder that often associates with reduced heart rate variability (HRV) indicating autonomic dysfunction. HRV is mainly composed of high frequency components attributed to parasympathetic activity and...

  • Article
  • Open Access
16 Citations
7,340 Views
16 Pages

31 May 2023

Approximately 65% of the worldwide adult population has experienced stress, affecting their daily routine at least once in the past year. Stress becomes harmful when it occurs for too long or is continuous (i.e., chronic), interfering with our perfor...

  • Article
  • Open Access
1 Citations
2,922 Views
18 Pages

3 April 2025

Drowsiness and stress greatly influence worker health and productivity and workplace safety. Conflict between workplace expectations and employee control results in stress, which causes mental and physical reactions that affect performance and raise...

  • Article
  • Open Access
382 Views
17 Pages

Decision Tree-Based Pilot Workload Prediction Through Optimized HRV Features Selection

  • Carmelo Rosario Vindigni,
  • Giuseppe Iacolino,
  • Antonio Esposito,
  • Calogero Orlando and
  • Andrea Alaimo

This research explores the use of physiological signals derived from heart activity to assess mental effort during flight-related tasks. Data were collected through wearable sensors during simulations with varying cognitive demands. Specific indicato...

  • Article
  • Open Access
3 Citations
9,062 Views
26 Pages

Sleep Stage Classification Through HRV, Complexity Measures, and Heart Rate Asymmetry Using Generalized Estimating Equations Models

  • Bartosz Biczuk,
  • Sebastian Żurek,
  • Szymon Jurga,
  • Elżbieta Turska,
  • Przemysław Guzik and
  • Jarosław Piskorski

16 December 2024

This study investigates whether heart rate asymmetry (HRA) parameters offer insights into sleep stages beyond those provided by conventional heart rate variability (HRV) and complexity measures. Utilizing 31 polysomnographic recordings, we focused ex...

  • Article
  • Open Access
26 Citations
112,419 Views
15 Pages

Cross Dataset Analysis for Generalizability of HRV-Based Stress Detection Models

  • Mouna Benchekroun,
  • Pedro Elkind Velmovitsky,
  • Dan Istrate,
  • Vincent Zalc,
  • Plinio Pelegrini Morita and
  • Dominique Lenne

6 February 2023

Stress is an increasingly prevalent mental health condition across the world. In Europe, for example, stress is considered one of the most common health problems, and over USD 300 billion are spent on stress treatments annually. Therefore, monitoring...

  • Article
  • Open Access
16 Citations
3,891 Views
20 Pages

19 August 2022

The indoor public spaces of most elderly facilities in China have a monotonous space form, which, thus, causes low comprehensive performance and is less likely to satisfy participants’ various requirements. This study proposes an optimization d...

  • Article
  • Open Access
1 Citations
2,839 Views
34 Pages

18 July 2025

This study investigates the effects of transcutaneous electroacupuncture stimulation (TEAS) on eyeblink rate, EEG, and heart rate variability (HRV), emphasising whether eyeblink data—often dismissed as artefacts—can serve as useful physio...

  • Article
  • Open Access
429 Views
14 Pages

3 February 2026

Heart Rate Variability (HRV) biofeedback could be considered as a tool to help athletes to optimize their performance. This study aimed to examine the effects of a one-week HRV biofeedback (HRV-BFB) program on physiological indices, sensorimotor func...

  • Article
  • Open Access
15 Citations
4,024 Views
28 Pages

10 December 2020

Entropy profiling is a recently introduced approach that reduces parametric dependence in traditional Kolmogorov-Sinai (KS) entropy measurement algorithms. The choice of the threshold parameter r of vector distances in traditional entropy computation...

  • Article
  • Open Access
24 Citations
4,900 Views
19 Pages

3 July 2018

In semi-arid areas characterized by frequent drought events, there is often a strong need for an operational grain yield forecasting system, to help decision-makers with the planning of annual imports. However, monitoring the crop canopy and producti...

  • Article
  • Open Access
3 Citations
6,136 Views
17 Pages

The Use of Heart Rate Variability-Biofeedback (HRV-BF) as an Adjunctive Intervention in Chronic Fatigue Syndrome (CSF/ME) in Long COVID: Results of a Phase II Controlled Feasibility Trial

  • Giulia Cossu,
  • Goce Kalcev,
  • Diego Primavera,
  • Stefano Lorrai,
  • Alessandra Perra,
  • Alessia Galetti,
  • Roberto Demontis,
  • Enzo Tramontano,
  • Fabrizio Bert and
  • Mauro Giovanni Carta
  • + 6 authors

29 July 2025

Background: Emerging evidence indicates that some individuals recovering from COVID-19 develop persistent symptoms, including fatigue, pain, cognitive difficulties, and psychological distress, commonly known as Long COVID. These symptoms often overla...

  • Article
  • Open Access
17 Citations
5,912 Views
21 Pages

Improved Gender Recognition during Stepping Activity for Rehab Application Using the Combinatorial Fusion Approach of EMG and HRV

  • Nor Aziyatul Izni Mohd Rosli,
  • Mohd Azizi Abdul Rahman,
  • Malarvili Balakrishnan,
  • Takashi Komeda,
  • Saiful Amri Mazlan and
  • Hairi Zamzuri

31 March 2017

Gender recognition is trivial for a physiotherapist, but it is considered a challenge for computers. The electromyography (EMG) and heart rate variability (HRV) were utilized in this work for gender recognition during exercise using a stepper. The re...

  • Systematic Review
  • Open Access
6 Citations
11,181 Views
12 Pages

Systematic Review on HRV Reference Values

  • Maximillian Brozat,
  • Irina Böckelmann and
  • Stefan Sammito

Heart rate variability (HRV) has been established as a measure for the variation in time intervals between successive cardiac actions as a marker of the autonomic nervous system. However, despite many efforts in this field, there are no reference val...

  • Article
  • Open Access
4 Citations
2,623 Views
26 Pages

14 October 2022

Early detection of the dysfunction of the cardiac autonomic regulation (CAR) may help in reducing cannabis-related cardiovascular morbidities. The current study examined the occurrence of changes in the CAR activity that is associated with the consum...

  • Review
  • Open Access
58 Citations
45,728 Views
14 Pages

22 August 2023

In the modern world, stress has become a pervasive concern that affects individuals’ physical and mental well-being. To address this issue, many wearable devices have emerged as potential tools for stress detection and management by measuring h...

  • Article
  • Open Access
36 Citations
12,398 Views
14 Pages

Peak Detection and HRV Feature Evaluation on ECG and PPG Signals

  • Filipa Esgalhado,
  • Arnaldo Batista,
  • Valentina Vassilenko,
  • Sara Russo and
  • Manuel Ortigueira

1 June 2022

Heart Rate Variability (HRV) evaluates the autonomic nervous system regulation and can be used as a monitoring tool in conditions such as cardiovascular diseases, neuropathies and sleep staging. It can be extracted from the electrocardiogram (ECG) an...

  • Article
  • Open Access
25 Citations
5,052 Views
12 Pages

This study aims to utilize heart rate variability (HRV) signals obtained with a wearable sensor for driver drowsiness detection. To this end, we investigated respiration characteristics derived from HRV signals based on the known fact that respirator...

  • Article
  • Open Access
22 Citations
9,634 Views
15 Pages

Validity and Efficacy of the Elite HRV Smartphone Application during Slow-Paced Breathing

  • Joseph D. Vondrasek,
  • Bryan L. Riemann,
  • Gregory J. Grosicki and
  • Andrew A. Flatt

29 November 2023

Slow-paced breathing is a clinical intervention used to increase heart rate variability (HRV). The practice is made more accessible via cost-free smartphone applications like Elite HRV. We investigated whether Elite HRV can accurately measure and aug...

  • Communication
  • Open Access
7 Citations
3,765 Views
12 Pages

18 November 2021

Heart rate variability (HRV) is regularly assessed in neuroimaging studies as an indicator of autonomic, emotional or cognitive processes. In this study, we investigated the influence of a loud and cramped environment during magnetic resonance imagin...

  • Article
  • Open Access
364 Views
18 Pages

A Feasibility Study of Literature-Guided HRV Stratification Using Large Language Models

  • Tien-Yu Hsu,
  • Gau-Jun Tang,
  • Cheng-Han Wu,
  • Jen-Tin Lee and
  • Terry B. J. Kuo

11 February 2026

Background: Heart rate variability (HRV) is a valuable indicator for assessing vascular health, but keeping clinical decision support systems (CDSSs) aligned with the rapidly evolving literature remains challenging. This study aimed to develop an LLM...

  • Article
  • Open Access
4 Citations
3,504 Views
10 Pages

The Role of Cholinesterases in Post-Exercise HRV Recovery in University Volleyball Players

  • José Raúl Hoyos-Flores,
  • Blanca R. Rangel-Colmenero,
  • Zeltzin N. Alonso-Ramos,
  • Myriam Z. García-Dávila,
  • Rosa M. Cruz-Castruita,
  • José Naranjo-Orellana and
  • Germán Hernández-Cruz

4 May 2021

Some studies show interest in measuring heart rate variability (HRV) during post-exercise recovery. It is known that the parasympathetic system is relevant during this process, where one of the factors of this modulation is the interaction of acetylc...

  • Article
  • Open Access
18 Citations
4,467 Views
17 Pages

Research of HRV as a Measure of Mental Workload in Human and Dual-Arm Robot Interaction

  • Shiliang Shao,
  • Ting Wang,
  • Yongliang Wang,
  • Yun Su,
  • Chunhe Song and
  • Chen Yao

17 December 2020

Robots instead of humans work in unstructured environments, expanding the scope of human work. The interactions between humans and robots are indirect through operating terminals. The mental workloads of human increase with the lack of direct percept...

  • Study Protocol
  • Open Access
4 Citations
5,290 Views
14 Pages

HRV-Guided Training for Elders after Stroke: A Protocol for a Cluster-Randomized Controlled Trial

  • María Carrasco-Poyatos,
  • Antonio Granero-Gallegos,
  • Ginés D. López-García and
  • Rut López-Osca

There are many consequences associated with having a stroke, all of which are important factors affecting long-term rehabilitation outcomes; these become important health issues for those of advanced age and require dedicated health strategies. High-...

  • Feature Paper
  • Article
  • Open Access
6 Citations
3,463 Views
12 Pages

13 September 2022

Heart rate variability (HRV) is the standard method for assessing autonomic nervous system (ANS) activity and is considered a surrogate marker for sympathetic overactivity in obstructive sleep apnea (OSA). Although HRV features are usually obtained f...

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