Publications citing PhysioNet Cardiovascular Signal Toolbox v1.0.0

An automated EEG–ECG framework for CAP–HRV analysis: enabling brain–heart coupling studies in sleep disorders
Shaween Shukir, Mostafa Mohamed Moussa, Yahya Alzaabi et al. Frontiers in Physiology, 2026. Cites: paper

From electrocardiography to energetics: methods, constraints, and practical considerations for heart rate biologging in small animals
Shannon E. Currie, Ásgeir Bjarnason, Clare Stawski. Journal of Comparative Physiology B, 2026. Cites: paper

Heart rate monitoring using wrist photoplethysmography in Parkinson disease: feasibility and relation with autonomic dysfunction
Kars I. Veldkamp, Luc J. W. Evers, Twan van Laarhoven et al. Journal of NeuroEngineering and Rehabilitation, 2026. Cites: paper

Using a Virtual Reality CAVE–Based Mindfulness Intervention to Promote Mental Well-Being in Adolescents With Anxiety Symptoms: Pre-Post Mixed Methods Pilot Study
Clare Tsz Kiu Yu, Alex Pak Lik Tsang, Kelly K. Y. Chan et al. JMIR Formative Research, 2026. Cites: paper

Deep learning approach for stroke volume variation estimation: retrospective modeling and prospective deployment in real-world practice
Jae-Man Shin, Woo-Young Seo, Woo Jin Kim et al. Physiological Measurement, 2026. Cites: paper

Differentiating long QT syndrome genotypes using electrocardiographic geometric parameterization and machine learning approaches
Martina Šrutová, Lenka Lhotská, Václav Křemen. Biomedical Physics & Engineering Express, 2026. Cites: paper

Vascular age estimation using a consumer wearable sleep tracker
Gizem Yılmaz, Shohreh Ghorbani, Ju Lynn Ong et al. PLOS Digital Health, 2026. Cites: paper

Sleep Stage Classification Using a Noncontact Capacitive ECG Mattress With Machine Learning Approaches: A Feasible Study
Rui Cui, Jiayi Li, Kaichen Wang et al. IEEE Sensors Journal, 2026. Cites: paper

Autonomic Function and Cerebral Autoregulation in Children Receiving Extracorporeal Life Support
Carlos Castillo-Pinto, Edward Lake, Kin L. Vong et al. Children, 2026. Cites: paper

The neuropsychophysiological correlates of compassion: A transcranial direct current stimulation (tDCS) study
YASMIN PEREIRA VIEIRA, Mónica Sobral, Vera Mateus et al. International Journal of Psychophysiology, 2026. Cites: paper

Characterizing Autonomic Dysfunction during Resuscitation in Sepsis using Multiscale Entropy
Preethi Krishnan, Andrea N. Sikora, Brian Murray et al. medRxiv, 2026. Cites: paper

Proposal and Prototype of a GUI-Based Algorithm for ECG R-Peak Correction and Immediate R-R Interval Updating
Yutaka Yoshida, Kiyoko Yokoyama. Signals, 2026. Cites: paper

Heart rate variability: longitudinal cardioautonomic physiomarker in congenital central hypoventilation syndrome
Joely R Gendler, Amy Z. Zhou, Casey M. Rand et al. Annals of the American Thoracic Society, 2026. Cites: paper

Cardiorespiratory phase synchronization maturational trajectory: biomarker of autonomic nervous system development in preterm infants
Narayanan Krishnamurthi, Casey M. Rand, Raye-Ann O. deRegnier et al. Pediatric Research, 2026. Cites: paper

Using a Virtual Reality CAVE–Based Mindfulness Intervention to Promote Mental Well-Being in Adolescents with Anxiety Symptoms: A Feasibility Study (Preprint)
Clare Tsz Kiu Yu, Alex Pak Lik Tsang, Kelly K. Y. Chan et al. 2026. Cites: paper

Aging and Postural Changes Influence the Agreement Between Pulse Rate Variability and Heart Rate Variability
Runwei Lin, Marjolein Klop, Frank Ruben Halfwerk et al. IEEE Journal of Biomedical and Health Informatics, 2026. Cites: paper

Designing VR for Chronic Pain: Transforming AI-Powered Biofeedback to Interoceptive Awareness and Neuromodulation
Sara Khalilipicha, Diane Gromala, Armin Froozanfar et al. Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 2026. Cites: paper

Federated Function-on-function Regression With an Efficient Gradient Boosting Algorithm for Privacy-Preserving Telemedicine
Yu Ding, Carlos M. A. Costa, Bing Si. IEEE Transactions on Automation Science and Engineering, 2026. Cites: paper

Short-term heart rate variability is preserved in Parkinson’s disease under atomoxetine
Isabella F Orlando, Frank Hubert Hezemans, Kamen A. Tsvetanov et al. Brain Communications, 2026. Cites: paper

Mortality prediction in hemodialysis patients using heart rate variability and skin sympathetic nerve activity
Xinyi Fu, Yaoyu Huang, Yujun Qian et al. Renal Failure, 2025. Cites: paper

Ultra-short-term effects of fine particulate matter (PM2.5) exposure on heart rate variability in susceptible and vulnerable individuals using real-time personal monitoring
Yu Hyun Park, Yeonjae Park, Yong-Jin Lee et al. Environmental Research, 2025. Cites: paper

The role of active inference in conscious awareness
Jonathan Robinson, Andrew W. Corcoran, Christopher J. Whyte et al. PLoS ONE, 2025. Cites: paper

Continuous Physiologic Markers of Heart Rate Variability Derived From Bedside Electrocardiogram Precede Onset of Acute Respiratory Distress Syndrome: A Physiologic Modeling Study
Curtis Earl Marshall, Haoming Shi, Ayman Ali et al. Critical Care Explorations, 2025. Cites: paper

Feature extraction tool using temporal landmarks in arterial blood pressure and photoplethysmography waveforms
Ravi Pal, Ákos Rudas, Tiffany M. Williams et al. npj Cardiovascular Health, 2025. Cites: paper

When your heart isn’t in it anymore: cardiac correlates of task disengagement
Andrew W. Corcoran, Arthur Le Coz, Jakob Hohwy et al. Communications Biology, 2025. Cites: paper

Bedtime Brain State Predicts the Impact of Closed-Loop Auditory Stimulation on Sleep and Cognition
Yashar Kiarashi, Jonathan Berent, Mohsen Motie-Shirazi et al. medRxiv, 2025. Cites: paper

Sinus rhythm maintenance in persistent atrial fibrillation: 12-lead ECG multiscale entropy characterization
Eva Cirugeda, Eva Plancha, Víctor Manuel Hidalgo et al. Medical & Biological Engineering & Computing, 2025. Cites: paper

Cardiac vagal activity dynamics during anxiety induction and the effects of short-term biofeedback training
Fanxi Ding, Wentao Tian, Luqing Wei. International Journal of Psychophysiology, 2025. Cites: paper

High-precision personalized respiratory guidance model for enhanced breathing training: effects on heart rate variability
Zhantu Lin, Weifei Kong, Shenman Qiu et al. Biomedical Signal Processing and Control, 2025. Cites: paper

Setting Up Our Lab-in-a-Box: Paving the Road Towards Remote Data Collection for Scalable Personalized Biometrics
Mona Elsayed, Jihye Ryu, Joseph Vero et al. Journal of Personalized Medicine, 2025. Cites: paper

Estimated atrial fibrillation burden on early rhythm-control and cardiovascular events in the EAST-AFNET 4 trial
Stef Zeemering, Katrin Borof, Ulrich Schotten et al. EClinicalMedicine, 2025. Cites: paper

Benchmarking of open-source algorithms for heart rate estimation from motion-corrupted photoplethysmography
Marcello Sicbaldi, Luca Palmerini, Serena Moscato et al. Computers in Biology and Medicine, 2025. Cites: paper

Electrical Cardioversion Outcome Prognosis: A Multivariate Multiscale Entropy Characterization of Atrial Activity in Persistent Atrial Fibrillation
Eva Cirugeda, Eva Plancha, Víctor Manuel Hidalgo et al. IRBM, 2025. Cites: paper

Evaluation of the linear and nonlinear classifiers for distinguishing between healthy subjects and patients with valvular heart diseases based on electrocardiograms, seismocardiograms, and gyrocardiograms
Szymon Sieciński, Marcin Grzegorzek. Computer Methods and Programs in Biomedicine, 2025. Cites: paper

Classification of Valvular Heart Diseases based on Heart Rate Variability and Hjorth Parameters in Electrocardiograms, Seismocardiograms, and Gyrocardiograms
Szymon Sieciński, Ewaryst Tkacz, Marcin Grzegorzek. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025. Cites: paper

Evaluating the Pulse Rate Estimation Performance of the DS-EWMA Algorithm
Rawan S. Abdulsadig, Esther Rodriguez–Villegas. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025. Cites: paper

Fusion Strategy Evaluation for Clustering Depression Subtypes Using Multimodal Physiological and Social Data
Alessandro Caruso, Cristina Gallego Vázquez, Corinne Eicher et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025. Cites: paper

Gyrosphygmogram: A Novel Wrist-based Wearable Method for Heart Rate Variability Assessment
Nadia Yaghoobi, Edward J. Park. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025. Cites: paper

How to Evaluate Signal Quality of ear-ECG?
Marek Żyliński, Qiyu Rao, Harry J. Davies et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025. Cites: paper

Assessment of flight fatigue using heart rate variability and machine learning approaches
Dalong Guo, Cong Wang, Yufei Qin et al. Frontiers in Neuroscience, 2025. Cites: paper

RF‐Based Wearable PPG Sensor for Real‐Time Cardiovascular Health Monitoring
Mohammed Arshad Ali Khan, Geetha Chakaravarthi. 2025. Cites: paper

An echo state network for synthesizing the standard 12-lead ECG from a two-lead ECG obtained from a single touch of a wrist-worn device
Karolina Jančiulevičiūtė, Daivaras Sokas, Saulius Daukantas et al. Biomedical Signal Processing and Control, 2025. Cites: paper

Reduced Complexity of Pulse Rate Is Associated With Faster Cognitive Decline in Older Adults
Chenlu Gao, Andrew S. P. Lim, Shahab Haghayegh et al. Journal of the American Heart Association, 2025. Cites: paper

Autonomic Nervous Regulation was Associated with Sleep Quality Among Peritoneal Dialysis Patients
Baodi Huang, Yujun Qian, Ying Gao et al. Nature and Science of Sleep, 2025. Cites: paper

ASSOCIATIONS BETWEEN HEART RATE VARIABILITY AND NEED FOR LIFESAVING INTERVENTION IN A LARGE HELICOPTER EMS SERVICE
Dylan A. Defilippi, David D. Salcido, Chase W. Zikmund et al. Shock, 2025. Cites: paper

Electrocardiographic Discrimination of Long QT Syndrome Genotypes: A Comparative Analysis and Machine Learning Approach
Martina Šrutová, Václav Křemen, Lenka Lhotská. Sensors, 2025. Cites: paper

Prediction of intradialytic hypotension based on heart rate variability and skin sympathetic nerve activity using LASSO-enabled feature selection: a two-center study
Yike Zhang, Shuang Su, Zhenye Chen et al. Renal Failure, 2025. Cites: paper

Factors influencing the hypoalgesic effects of virtual reality
Roni Shafir, Lakota Watson, Ryan B. Felix et al. Pain, 2025. Cites: paper

The MSPTDfast photoplethysmography beat detection algorithm: design, benchmarking, and open-source distribution
Peter H Charlton, Erick Javier Argüello Prada, Jonathan Mant et al. Physiological Measurement, 2025. Cites: paper

Non‐Invasive Auricular Vagus Nerve Stimulation Decreases Heart Rate Variability Independent of Caloric Load
Kristin Kaduk, Alessandro Petrella, Sophie J. Müller et al. Psychophysiology, 2025. Cites: paper

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