Leaderboards/Cardiovascular Health and Disease Prevention

Cardiovascular Health and Disease Prevention

Last updated July 15, 2026

Rising Stars

Fresh ink, massive impact

Researchers

1
Shuo Li
Tsinghua University
2
Jun‐Peng Xu
Chinese PLA General Hospital
3
Fengle Wang
Tsinghua University
4
Isabel J. Sible
University of Southern California
5
Arian Aghilinejad
University of California, Merced
6
Vasiliki Bikia
École Polytechnique Fédérale de Lausanne
7
Kaan Sel
Decision Systems (United States)
8
Shengjue Xiao
Zhongda Hospital Southeast University
9
Emiel Roefs
Utrecht University
10
Jingzhu Fu
Peking University

Papers

1
Publication in Imaging Neuroscience (2024) [53 citations, W4399480025]
Imaging Neuroscience|2024
53 cit.
2
Publication in Fluids and Barriers of the CNS (2024) [12 citations, W4405736910]
Fluids and Barriers of the CNS|2024
12 cit.
3
24-Hour Blood Pressure Variability Via Ambulatory Monitoring and Risk for Probable Dementia in the SPRINT Trial
The Journal of Prevention of Alzheimer s Disease|2024
11 cit.
4
Blood Pressure Variability and Plasma Alzheimer’s Disease Biomarkers in the SPRINT Trial
Journal of Alzheimer s Disease|2024
8 cit.
5
A new methodology for determining the central pressure waveform from peripheral measurement using Fourier-based machine learning
Artificial Intelligence in Medicine|2024
7 cit.
6
Assessing pressure wave components for aortic stiffness monitoring through spectral regression learning
European Heart Journal Open|2024
6 cit.
7
The associations of the triglyceride-glucose index and its combination with blood pressure on cardiovascular and all-cause mortality in hypertension: a national study
Frontiers in Endocrinology|2024
6 cit.
8
Short-term blood pressure variability and brain functional network connectivity in older adults
Neuroimage Reports|2024
5 cit.
9
Association of serum five heavy metals level with all-cause and cause-specific mortality: a large population-based cohort study
Journal of Environmental Science and Health Part A|2024
5 cit.
10
Aortic stretch and recoil create wave-pumping effect: the second heart in the systemic circulation
Journal of The Royal Society Interface|2025
5 cit.

Emerging Leaders

Drafting the new consensus

Researchers

1
Paris Perdikaris
University of Pennsylvania
2
Song-Young Park
University of Nebraska at Omaha
3
Huihui Bao
Nanchang University
4
Ruben N. Eppinga
University Medical Center Groningen
5
Vaia Lambadiari
National and Kapodistrian University of Athens
6
Youval Slovik
Ben-Gurion University of the Negev
7
Weinong Guo
Alnylam Pharmaceuticals (United States)
8
Adam D. Gepner
University of Wisconsin Health
9
Kamonkiat Wirunsawanya
University of Hawaiʻi at Mānoa
10
Catarina Rendeiro
University of Birmingham

Papers

1
Respecting causality for training physics-informed neural networks
Computer Methods in Applied Mechanics and Engineering|2024
269 cit.
2
A foundation model for the Earth system
Nature|2025
132 cit.
3
Improved Architectures and Training Algorithms for Deep Operator Networks
Journal of Scientific Computing|2022
118 cit.
4
Long-time integration of parametric evolution equations with physics-informed DeepONets
Journal of Computational Physics|2022
114 cit.
5
<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si3.svg" display="inline" id="d1e520"><mml:mi>Δ</mml:mi></mml:math>-PINNs: Physics-informed neural networks on complex geometries
Engineering Applications of Artificial Intelligence|2023
51 cit.
6
Scalable uncertainty quantification for deep operator networks using randomized priors
Computer Methods in Applied Mechanics and Engineering|2022
42 cit.
7
Gene silencing, knockout and over-expression of a transcription factor ABORTED MICROSPORES (SlAMS) strongly affects pollen viability in tomato (Solanum lycopersicum)
BMC Genomics|2022
41 cit.
8
Carotid Artery Stiffness Mechanisms Associated With Cardiovascular Disease Events and Incident Hypertension: the Multi-Ethnic Study of Atherosclerosis (MESA)
Hypertension|2022
38 cit.
9
The Effect of a Ketogenic Diet versus Mediterranean Diet on Clinical and Biochemical Markers of Inflammation in Patients with Obesity and Psoriatic Arthritis: A Randomized Crossover Trial
International Journal of Molecular Sciences|2024
38 cit.
10
PPDONet: Deep Operator Networks for Fast Prediction of Steady-state Solutions in Disk–Planet Systems
The Astrophysical Journal Letters|2023
27 cit.

Current Senior Leaders

Wrote the book, still writing it

Researchers

1
John Deanfield
Universidad de Londres
2
Yuling Hong
National Heart Lung and Blood Institute
3
Douglas R. Seals
University of Colorado Boulder
4
Gérard M. London
Unknown
5
Daniel J. Green
The University of Western Australia
6
Judith Wylie‐Rosett
Albert Einstein College of Medicine
7
Athanase Bénétos
Inserm
8
Coen D.A. Stehouwer
Maastricht University Medical Centre
9
Olli T. Raitakari
Turku University Hospital
10
Giuseppe Mancia
University of Milano-Bicocca

Papers

1
Heart Disease and Stroke Statistics—2011 Update
Circulation|2010
6.2k cit.
2
2007 Guidelines for the Management of Arterial Hypertension
Journal of Hypertension|2007
5.8k cit.
3
2013 ESH/ESC Guidelines for the management of arterial hypertension
Journal of Hypertension|2013
5.7k cit.
4
Heart Disease and Stroke Statistics—2010 Update
Circulation|2009
5.6k cit.
5
Non-invasive detection of endothelial dysfunction in children and adults at risk of atherosclerosis
The Lancet|1992
4.8k cit.
6
Heart Disease and Stroke Statistics—2009 Update
Circulation|2009
3.9k cit.
7
Aortic Stiffness Is an Independent Predictor of All-Cause and Cardiovascular Mortality in Hypertensive Patients
Hypertension|2001
3.8k cit.
8
Heart Disease and Stroke Statistics—2008 Update
Circulation|2007
3.7k cit.
9
Heart Disease and Stroke Statistics—2007 Update
Circulation|2006
3.3k cit.
10
Heart Disease and Stroke Statistics—2009 Update
Circulation|2008
3.1k cit.

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