Patrick M. Boyle

Also affiliated with Bioengineering Center, Foundation Medicine (United States)

MedicineNeuroscience

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 42 papers. Top paper: “Personalized computational heart models with T1-mapped fibrotic remodeling predict sudden death risk in patients with hypertrophic cardiomyopathy”.

Personalized computational heart models with T1-mapped fibrotic remodeling predict sudden death risk in patients with hypertrophic cardiomyopathy

eLife(2022)10.7554/elife.73325

N/A

1.7DataRank · unranked

42 citations

Edem Binka, Adityo Prakosa, Stefan L Zimmerman, Mark J Cartoski, M Roselle Abraham +4 more

Computational modeling identifies embolic stroke of undetermined source patients with potential arrhythmic substrate

eLife(2021)10.7554/elife.64213

N/A

0.654DataRank · unranked

27 citations

Griffin D Scott, Sakher Sarairah, Zeinab Birjandian, Caroline H. Roney, Steven Niederer +8 more

Characterization of the Electrophysiologic Remodeling of Patients With Ischemic Cardiomyopathy by Clinical Measurements and Computer Simulations Coupled With Machine Learning

Frontiers in Physiology(2021)10.3389/fphys.2021.684149

N/A

0.643DataRank · unranked

13 citations

Adityo Prakosa, Teya Bergamaschi, Ronald D. Berger, Patrick M. Boyle, Jonathan Chrispin +7 more

Multiphysics simulations reveal haemodynamic impacts of patient‐derived fibrosis‐related changes in left atrial tissue mechanics

The Journal of Physiology(2024)10.1113/jp287011

N/A

0.493DataRank · unranked

16 citations

Christoph M. Augustin, Savannah Bifulco, Åshild Telle, Yaacoub Chahine, Ahmad Kassar +10 more

Identifying risk of adverse outcomes in COVID-19 patients via artificial intelligence–powered analysis of 12-lead intake electrocardiogram

Cardiovascular Digital Health Journal(2021)10.1016/j.cvdhj.2021.12.003

N/A

0.373DataRank · unranked

11 citations

Zih-Hua Chen, Jacob J. Mayfield, Alison E. Fohner, Panagiotis Arvanitis, Sarah Atkinson +15 more

Personalized Computational Heart Models with T1-Mapped Fibrotic Remodeling Predict Risk of Sudden Death Risk in Patients with Hypertrophic Cardiomyopathy

medRxiv(2021)10.1101/2021.10.04.21264520

N/A

0DataRank · unranked

0 citations

Edem Binka, Adityo Prakosa, Stefan L. Zimmerman, Mark Cartoski, M. Roselle Abraham +4 more

The Purkinje–myocardial junction is the anatomic origin of ventricular arrhythmia in CPVT

JCI Insight(2022)10.1172/jci.insight.151893

N/A

0DataRank · unranked

33 citations

Michela Faggioni, Matthew J. Wleklinski, Nieves Gómez‐Hurtado, Raghav Venkataraman, Chelsea E. Gibbs +7 more

Acute Glycogen Synthase Kinase-3 Inhibition Modulates Human Cardiac Conduction

JACC Basic to Translational Science(2022)10.1016/j.jacbts.2022.04.007

N/A

0DataRank · unranked

15 citations

Brittany D. Brumback, Lei Huang, David M. Zhang, Tiankai Yin, Catherine E. Lipovsky +5 more

Cryoballoon temperature parameters during cryoballoon ablation predict pulmonary vein reconnection and atrial fibrillation recurrence

Journal of Interventional Cardiac Electrophysiology(2022)10.1007/s10840-022-01429-0

N/A

0DataRank · unranked

6 citations

Tanzina Afroze, Savannah Bifulco, Fima Macheret, Nashwa Abdulsalam, Patrick M. Boyle +2 more

Machine Learning and the Conundrum of Stroke Risk Prediction

Arrhythmia & Electrophysiology Review(2023)10.15420/aer.2022.34

N/A

0DataRank · unranked

43 citations

Matthew J Magoon, Bahetihazi Maidu, Juan C. del Álamo, Patrick M. Boyle, Nazem Akoum +1 more

Graft–host coupling changes can lead to engraftment arrhythmia: a computational study

The Journal of Physiology(2023)10.1113/jp284244

N/A

0DataRank · unranked

26 citations

Silvia Marchianò, Kelly Zhang, Xiulan Yang, Charles E. Murry, Patrick M. Boyle +1 more

Explainable Machine Learning to Predict Anchored Reentry Substrate Created by Persistent Atrial Fibrillation Ablation in Computational Models

Journal of the American Heart Association(2023)10.1161/jaha.123.030500

N/A

0DataRank · unranked

18 citations

Fima Macheret, Griffin D Scott, Nazem Akoum, Patrick M. Boyle, Savannah Bifulco

Optogenetic Modulation of Arrhythmia Triggers: Proof-of-Concept from Computational Modeling

Cellular and Molecular Bioengineering(2023)10.1007/s12195-023-00781-z

N/A

0DataRank · unranked

4 citations

Patrick M. Boyle, Alexander Ochs

Comparing Inducibility of Re-Entrant Arrhythmia in Patient-Specific Computational Models to Clinical Atrial Fibrillation Phenotypes

JACC. Clinical electrophysiology(2023)10.1016/j.jacep.2023.06.015

N/A

0DataRank · unranked

12 citations

Savannah Bifulco, Griffin D Scott, Kirsten T. Kwan, Yaacoub Chahine, Tanzina Afroze +4 more

Personalized biomechanical insights in atrial fibrillation: opportunities & challenges

Expert Review of Cardiovascular Therapy(2023)10.1080/14779072.2023.2273896

N/A

0DataRank · unranked

9 citations

Clarissa Bargellini, Yaacoub Chahine, Juan C. del Álamo, Nazem Akoum, Patrick M. Boyle +1 more

Enhancing prediction of cancer therapy-related cardiomyopathy from surveillance echocardiograms: A Children’s Oncology Group (COG) report.

Journal of Clinical Oncology(2023)10.1200/jco.2023.41.16_suppl.10012

N/A

0DataRank · unranked

1 citations

Kayla Stratton, Saro H. Armenian, Aarti Bhat, Patrick M. Boyle, Lindsay A. Edwards +9 more

Reduced-order models of wall shear stress patterns in the left atrial appendage from a data-augmented atrial database

arXiv (Cornell University)(2023)10.48550/arxiv.2310.05443

N/A

0DataRank · unranked

1 citations

Sergio Rodríguez-Aparicio, Alejandro Gonzalo, Savannah Bifulco, Francisco Castro, C. Ferrera +6 more

The role of structural vs cellular remodeling in arrhythmogenesis: personalized computer models of atrial fibrillation

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.05.13.540632

N/A

0DataRank · unranked

0 citations

Roman A. Syunyaev, Rheeda L. Ali, Adityo Prakosa, Patrick M. Boyle, Vanessa Steckmeister +6 more

From bits to bedside: entering the age of digital twins in cardiac electrophysiology

EP Europace(2024)10.1093/europace/euae295

N/A

0DataRank · unranked

50 citations

Marina Strocchi, Martin J. Bishop, Patrick M. Boyle, Gernot Plank, Pranav Bhagirath

Assessing the arrhythmogenic propensity of fibrotic substrate using digital twins to inform a mechanisms-based atrial fibrillation ablation strategy

Nature Cardiovascular Research(2024)10.1038/s44161-024-00489-x

N/A

0DataRank · unranked

38 citations

Ryan Bradley, Adityo Prakosa, Carolyna Yamamoto Alves Pinto, Syed Yusuf Ali, Shane Loeffler +10 more

Reduced-order models of wall shear stress patterns in the left atrial appendage from a data-augmented atrial database

Applied Mathematical Modelling(2024)10.1016/j.apm.2024.03.027

N/A

0DataRank · unranked

12 citations

Sergio Rodríguez-Aparicio, Alejandro Gonzalo, Savannah Bifulco, Francisco Castro, C. Ferrera +6 more

Slowly conducting anatomic isthmuses of tetralogy of Fallot: An opportunity for “prophylactic” ventricular tachycardia ablation

Heart Rhythm(2024)10.1016/j.hrthm.2024.10.073

N/A

0DataRank · unranked

8 citations

Mark Sonderman, Matthew J Magoon, Andrew Pistner, Bishoy Hanna, Graham H. Bevan +8 more

Novel techniques for quantifying oxygen pulse curve characteristics during cardiopulmonary exercise testing in tetralogy of fallot

International Journal of Cardiology Congenital Heart Disease(2024)10.1016/j.ijcchd.2024.100539

N/A

0DataRank · unranked

3 citations

Matthew J Magoon, Neha Arunkumar, Laurie A. Soine, Elizabeth Bayley, Patrick M. Boyle +2 more

Computational Medicine: What Electrophysiologists Should Know to Stay Ahead of the Curve

Current Cardiology Reports(2024)10.1007/s11886-024-02136-0

N/A

0DataRank · unranked

2 citations

Babak Nazer, Nazem Akoum, Patrick M. Boyle, Matthew J Magoon

Non-Invasive Detection of Fetal Ischemia Through Electrocardiography

Simula SpringerBriefs on computing(2024)10.1007/978-3-031-53145-3_4

N/A

0DataRank · unranked

1 citations

Matthew J Magoon, Manisha Sahota, Leonie Schicketanz, Julie Uv, Patrick M. Boyle +2 more

Far-red and sensitive sensor for monitoring real time H 2 O 2 dynamics with subcellular resolution and in multi-parametric imaging applications

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.02.06.579232

N/A

0DataRank · unranked

6 citations

Amanda Nguyen, Z. Jin, Aida Moghadasi, Chelsea E. Gibbs, Sarah J. Wait +14 more

Far-red and sensitive sensor for monitoring real time H2O2 dynamics with subcellular resolution and in multi-parametric imaging applications.

Research Square(2024)10.21203/rs.3.rs-3974015/v1

N/A

0DataRank · unranked

1 citations

Justin Daho Lee, Amanda Nguyen, Z. Jin, Aida Moghadasi, Chelsea E Gibbs +15 more

Navigating the Stormy Sea of Anisotropy

JACC. Clinical electrophysiology(2024)10.1016/j.jacep.2024.03.015

N/A

0DataRank · unranked

0 citations

Nazem Akoum, Patrick M. Boyle, Ahmad Kassar

Foundation models for electrocardiogram interpretation: clinical implications

European Heart Journal(2025)10.1093/eurheartj/ehaf1119

N/A

0DataRank · unranked

11 citations

A. Sowa, Jacques Delfrate, Olivier Tastet, Denis Corbin, Merve Kulbay +28 more

Predicting arrhythmia recurrence post-ablation in atrial fibrillation using explainable machine learning

Communications Medicine(2025)10.1038/s43856-025-01058-4

N/A

0DataRank · unranked

8 citations

Matthew J Magoon, Yaacoub Chahine, Issac Kim, Fima Macheret, Nazem Akoum +2 more

STAR Locally Prolongs Effective Refractory Period and Increases Ventricular Tachycardia Cycle Length Without Short-Term Scar Formation or Functional Decline: Insights From a Translational Porcine Model Study

Circulation Arrhythmia and Electrophysiology(2025)10.1161/circep.124.013684

N/A

0DataRank · unranked

6 citations

Timothy W. Smith, Stephanie N. Hicks, Sherwin Ng, Todd Pavek, Nels Knutson +21 more

Population-based computational simulations elucidate mechanisms of focal arrhythmia following stem cell injection

Journal of Molecular and Cellular Cardiology(2025)10.1016/j.yjmcc.2025.04.010

N/A

0DataRank · unranked

5 citations

Patrick M. Boyle, Chelsea E. Gibbs

Systematic computational assessment of atrial function impairment due to fibrotic remodeling in electromechanical properties

PLoS Computational Biology(2025)10.1371/journal.pcbi.1013265

N/A

0DataRank · unranked

5 citations

Ahmad Kassar, Nadia Chamoun, Romanos Haykal, Alejandro Gonzalo, Tori Hensley +7 more

Mechanical Modeling of Cardiac Fibrosis With Explicit Spatial Representation of Cellular Structure and Collagen Alignment

Journal of Biomechanical Engineering(2025)10.1115/1.4070346

N/A

0DataRank · unranked

1 citations

Mary M. Maleckar, Samuel Wall, Joseph D. Powers, Christoph M. Augustin, Joakim Sundnes +2 more

Foundation models for generalizable electrocardiogram interpretation: comparison of supervised and self-supervised electrocardiogram foundation models

medRxiv(2025)10.1101/2025.03.02.25322575

N/A

0DataRank · unranked

8 citations

A. Sowa, Jacques Delfrate, Olivier Tastet, Denis Corbin, Merve Kulbay +28 more

Effect of Wall Motion Sampling on CFD-Derived Left Atrial Flow Metrics

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.10.24.684343

N/A

0DataRank · unranked

2 citations

Manuel García‐Villalba, Eduardo Durán, Alejandro Gonzalo, Zorica Ristić, Åshild Telle +8 more

Characterizing the arrhythmogenic substrate in personalized models of atrial fibrillation: sensitivity to mesh resolution and pacing protocol in AF models

EP Europace(2020)10.1093/europace/euaa385

N/A

0DataRank · unranked

27 citations

Alexander Ochs, Rheeda L. Ali, Nikhil Paliwal, Natalia A. Trayanova, Patrick M. Boyle

Enhancing Prediction of Cancer Therapy-Related Cardiomyopathy From Surveillance Echocardiograms

JACC Advances(2025)10.1016/j.jacadv.2025.102363

N/A

0DataRank · unranked

0 citations

Kayla Stratton, Ritu Sachdeva, Saro H. Armenian, Aarti Bhat, Patrick M. Boyle +10 more

Leave the light on: chronic optogenetic tachypacing of human engineered cardiac tissue constructs

Cardiovascular Research(2020)10.1093/cvr/cvaa029

N/A

0DataRank · unranked

1 citations

Natalia A. Trayanova, Patrick M. Boyle

Computational Modeling Identifies Embolic Stroke of Undetermined Source Patients with Potential Arrhythmic Substrate

medRxiv(2020)10.1101/2020.09.03.20184051

N/A

0DataRank · unranked

2 citations

Griffin D Scott, Sakher Sarairah, Zeinab Birjandian, Caroline H. Roney, Steven Niederer +8 more

Assessment of arrhythmia mechanism and burden of the infarcted ventricles following remuscularization with pluripotent stem cell-derived cardiomyocyte patches using patient-derived models

Cardiovascular Research(2021)10.1093/cvr/cvab140

N/A

0DataRank · unranked

26 citations

Jialiu A. Liang, William H. Franceschi, Qinwen Huang, Farhad Pashakhanloo, Eric Sung +3 more

OptoGap is an optogenetics-enabled assay for quantification of cell–cell coupling in multicellular cardiac tissue

Scientific Reports(2021)10.1038/s41598-021-88573-1

N/A

0DataRank · unranked

16 citations

Jinzhu Yu, Aleksandra Klimas, John C. Williams, Natalia A. Trayanova, Emilia Entcheva +1 more