Leaderboards/Heart Rate Variability and Autonomic Control

Heart Rate Variability and Autonomic Control

Last updated July 15, 2026

Rising Stars

Fresh ink, massive impact

Researchers

1
Guillaume Lamotte
University of Utah
2
Marcelle Schaffarczyk
University of Würzburg
3
Seongwook Min
Korea Advanced Institute of Science and Technology
4
Shuo Li
Tsinghua University
5
Xin Hou
Chongqing Normal University
6
Vincenzo Catrambone
University of Pisa
7
Zeng-Ding Liu
Guangdong Academy of Medical Sciences
8
Aravind Natarajan
Google (United States)
9
Job J. Herrmann
Radboud University Nijmegen
10
Christophe Tanguay-Sabourin
McGill University

Papers

1
Publication in IEEE Journal of Biomedical and Health Informatics (2024) [45 citations, W4396523508]
IEEE Journal of Biomedical and Health Informatics|2024
45 cit.
2
Intracortical brain‐heart interplay: An <scp>EEG</scp> model source study of sympathovagal changes
Human Brain Mapping|2024
18 cit.
3
Integrative neuro-cardiovascular dynamics in response to test anxiety: A brain-heart axis study
Physiology & Behavior|2024
16 cit.
4
Publication (2024) [15 citations, W4405427257]
Unknown Journal|2024
15 cit.
5
Publication in Chronobiology International (2025) [8 citations, W4406342341]
Chronobiology International|2025
8 cit.
6
Advice to People with Parkinson’s in My Clinic: Orthostatic Hypotension
Journal of Parkinson s Disease|2024
5 cit.
7
Publication (2024) [4 citations, W4405491520]
Unknown Journal|2024
4 cit.
8
Publication in Frontiers in Physiology (2024) [3 citations, W4391143843]
Frontiers in Physiology|2024
3 cit.
9
Psychological But Not Motor Performance and Physiological Metrics Are Influenced in Menstrual Cycle Monitoring during Rest and Submaximal Cycling
Medicine & Science in Sports & Exercise|2025
2 cit.
10
Impaired Functional Brain–Heart Interplay Sustains Depressive Symptomatology
IEEE Transactions on Neural Systems and Rehabilitation Engineering|2025
2 cit.

Emerging Leaders

Drafting the new consensus

Researchers

1
Mohamed Elgendi
Khalifa University of Science and Technology
2
Deanna Kruszon‐Moran
Centers for Disease Control and Prevention
3
Jessilyn Dunn
Duke University
4
Bob Siegerink
Leiden University Medical Center
5
Dean O’Rourke
Unknown
6
Siyang Zuo
Ministry of Education
7
Yu Sun
China-Japan Friendship Hospital
8
Stefanie Enriquez‐Geppert
University Medical Center Groningen
9
Gaynor Francis
Unknown
10
Robert T. Thibault
Rafiki Coalition

Papers

1
Assessment of ownership of smart devices and the acceptability of digital health data sharing
npj Digital Medicine|2024
84 cit.
2
Open Science 2.0: Towards a truly collaborative research ecosystem
PLoS Biology|2023
58 cit.
3
Association of C-reactive protein-triglyceride glucose index with the incidence and mortality of cardiovascular disease: a retrospective cohort study
Cardiovascular Diabetology|2025
50 cit.
4
AI in medicine: Where are we now and where are we going?
Cell Reports Medicine|2022
42 cit.
5
A method for intelligent allocation of diagnostic testing by leveraging data from commercial wearable devices: a case study on COVID-19
npj Digital Medicine|2022
41 cit.
6
Dataset of Psychological Scales and Physiological Signals Collected for Anxiety Assessment Using a Portable Device
Data|2022
31 cit.
7
Investigating the accuracy of blood oxygen saturation measurements in common consumer smartwatches
PLOS Digital Health|2023
31 cit.
8
Origami-inspired soft-rigid hybrid contraction actuator and its application in pipe-crawling robot
Smart Materials and Structures|2023
30 cit.
9
The Importance of Data Quality Control in Using Fitbit Device Data From the Research Program
JMIR mhealth and uhealth|2023
29 cit.
10
Robust Reconstruction of Electrocardiogram Using Photoplethysmography: A Subject-Based Model
Frontiers in Physiology|2022
28 cit.

Current Senior Leaders

Wrote the book, still writing it

Researchers

1
Peter J. Schwartz
IRCCS Istituto Auxologico Italiano
2
H. Eugene Stanley
Boston University
3
J. Randall Moorman
University of Virginia
4
Giuseppe Mancia
University of Milano-Bicocca
5
Julian F. Thayer
University of California, Irvine
6
Salim S. Virani
Aga Khan University
7
Michael J. Joyner
WinnMed
8
Daniel Levy
National Heart Lung and Blood Institute
9
Rosalind W. Picard
Human Media
10
Edward J. Roccella
National Institutes of Health

Papers

1
Heart rate variability: Standards of measurement, physiological interpretation, and clinical use
European Heart Journal|1996
15.3k cit.
2
PhysioBank, PhysioToolkit, and PhysioNet
Circulation|2000
14.5k cit.
3
Seventh Report of the Joint National Committee on Prevention, Detection, Evaluation, and Treatment of High Blood Pressure
Hypertension|2003
13.3k cit.
4
Heart Disease and Stroke Statistics—2020 Update: A Report From the American Heart Association
Circulation|2020
9.4k cit.
5
Heart Disease and Stroke Statistics—2019 Update: A Report From the American Heart Association
Circulation|2019
9.1k cit.
6
Physiological time-series analysis using approximate entropy and sample entropy
American Journal of Physiology-Heart and Circulatory Physiology|2000
7.8k cit.
7
2007 Guidelines for the Management of Arterial Hypertension
Journal of Hypertension|2007
5.8k cit.
8
Heart Disease and Stroke Statistics—2021 Update
Circulation|2021
5.8k cit.
9
Prognostic Implications of Echocardiographically Determined Left Ventricular Mass in the Framingham Heart Study
New England Journal of Medicine|1990
5.7k cit.
10
2013 ESH/ESC Guidelines for the management of arterial hypertension
Journal of Hypertension|2013
5.7k cit.

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