Leaderboards/Cardiac electrophysiology and arrhythmias

Cardiac electrophysiology and arrhythmias

Last updated July 15, 2026

Rising Stars

Fresh ink, massive impact

Researchers

Emmanuel Ekanem

Winchester Medical Center

Karoline Horgmo Jæger

Simula Research Laboratory

Matteo Salvador

Palo Alto University

Juan A. Pérez-Bermejo

Fondazione GraphiTech

Mohammed Yusuf Ansari

Carnegie Mellon University Qatar

Alberto Zingaro

SOM Biotech (Spain)

Negin Alamatsaz

Rutgers, The State University of New Jersey

David S.M. Lee

Northwestern University

Papers

Safety of pulsed field ablation in more than 17,000 patients with atrial fibrillation in the MANIFEST-17K study

Nature Medicine|2024

412 cit.

Publication in Journal of Computational Physics (2024) [43 citations, W4392302634]

Journal of Computational Physics|2024

43 cit.

A survey of transformers and large language models for ECG diagnosis: advances, challenges, and future directions

Artificial Intelligence Review|2025

43 cit.

Whole-heart electromechanical simulations using Latent Neural Ordinary Differential Equations

npj Digital Medicine|2024

37 cit.

Publication in Scientific Reports (2024) [34 citations, W4395465169]

Scientific Reports|2024

34 cit.

Enhancing ECG-based heart age: impact of acquisition parameters and generalization strategies for varying signal morphologies and corruptions

Frontiers in Cardiovascular Medicine|2024

31 cit.

Digital twinning of cardiac electrophysiology for congenital heart disease

Journal of The Royal Society Interface|2024

24 cit.

Publication in Cell (2025) [16 citations, W4413276894]

Cell|2025

16 cit.

Evaluating computational efforts and physiological resolution of mathematical models of cardiac tissue

Scientific Reports|2024

14 cit.

A possible path to persistent re-entry waves at the outlet of the left pulmonary vein

npj Systems Biology and Applications|2024

9 cit.

Emerging Leaders

Drafting the new consensus

Researchers

Alistair Slade

Heart Rhythm Society

Axel Loewe

Karlsruhe Institute of Technology

Huaizong Shen

Beijing Advanced Sciences and Innovation Center

Muhammad Adam

Universitas Saburai

Zhangqiang Li

Laboratoire de Biologie Physico-Chimique des Protéines Membranaires

Elaine Y. Wan

NewYork–Presbyterian Hospital

Shanghai Public Security Bureau

Arief R. Harris

University of Technology Malaysia

Papers

2022 ESC Guidelines for the management of patients with ventricular arrhythmias and the prevention of sudden cardiac death

European Heart Journal|2022

2.9k cit.

Cardiac Contributions to Brain Health: A Scientific Statement From the American Heart Association

Stroke|2024

81 cit.

Personalized ablation vs. conventional ablation strategies to terminate atrial fibrillation and prevent recurrence

EP Europace|2022

74 cit.

2024 European Heart Rhythm Association/Heart Rhythm Society/Asia Pacific Heart Rhythm Society/Latin American Heart Rhythm Society expert consensus statement on catheter and surgical ablation of atrial fibrillation

Journal of Arrhythmia|2024

60 cit.

Journal of Interventional Cardiac Electrophysiology|2024

54 cit.

AugmentA: Patient-specific augmented atrial model generation tool

Computerized Medical Imaging and Graphics|2023

44 cit.

Explainable SHAP-XGBoost models for in-hospital mortality after myocardial infarction

Cardiovascular Digital Health Journal|2023

36 cit.

Arrhythmias in the COVID-19 patient

Heart Rhythm O2|2022

33 cit.

An Intelligent Machinery Fault Diagnosis Method Based on GAN and Transfer Learning under Variable Working Conditions

Sensors|2022

28 cit.

Unsupervised Defect Segmentation of Magnetic Tile Based on Attention Enhanced Flexible U-Net

IEEE Transactions on Instrumentation and Measurement|2022

27 cit.

Current Senior Leaders

Wrote the book, still writing it

Papers

The Structure of the Potassium Channel: Molecular Basis of K + Conduction and Selectivity

Science|1998

6.8k cit.

Three types of neuronal calcium channel with different calcium agonist sensitivity

Nature|1985

2.2k cit.

Crystal Structure of a Mammalian Voltage-Dependent Shaker Family K + Channel

Science|2005

2.1k cit.

Chemistry of ion coordination and hydration revealed by a K+ channel–Fab complex at 2.0 Å resolution

Nature|2001

2.1k cit.

PKA Phosphorylation Dissociates FKBP12.6 from the Calcium Release Channel (Ryanodine Receptor)

Cell|2000

2k cit.

X-ray structure of a voltage-dependent K+ channel

Nature|2003

1.8k cit.

X-ray structure of a ClC chloride channel at 3.0 Å reveals the molecular basis of anion selectivity

Nature|2002

1.6k cit.

Excitation-Contraction Coupling and Cardiac Contractile Force

Journal of Cardiovascular Disease Research|2010

1.6k cit.

A dynamic model of the cardiac ventricular action potential. I. Simulations of ionic currents and concentration changes.

Circulation Research|1994

1.6k cit.

A model of the ventricular cardiac action potential. Depolarization, repolarization, and their interaction.

Circulation Research|1991

1.5k cit.

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