Publications by authors named "Jake A Bergquist"

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Reconstructing ventricular activation sequences from epicardial data: Insights from Geodesic Back-Propagation optimization in porcine models.
Lindsay C R Tanner, Anna Busatto, Thomas Grandits, Jake A Bergquist, Brian Zenger

Comput Biol Med· November 2025

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Uncertainty quantification via polynomial chaos expansion of myocardial fibre orientation and cardiac activation patterns.
Lindsay C R Tanner, Anna Busatto, Jake A Bergquist, Wilson W Good, Brian Zenger

J Physiol· August 2025

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Radiation induces diffuse extracellular remodeling of healthy myocardium in a dose- and time-dependent manner without a dense ablative effect.
Eric N Paccione, Eugene Kwan, Jake A Bergquist, Anish S Shah, Ben A Orkild

Heart Rhythm· June 2025

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Functional and Structural Remodeling as Atrial Fibrillation Progresses in a Persistent Atrial Fibrillation Canine Model.
Eugene Kwan, Bram Hunt, Eric N Paccione, Ben A Orkild, Jake A Bergquist

JACC Clin Electrophysiol· April 2025

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Left atrial functional changes associated with repeated catheter ablations for atrial fibrillation.
Jiawei Dong, Eugene Kwan, Jake A Bergquist, Derek J Dosdall, Edward V DiBella

J Cardiovasc Electrophysiol· January 2025

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Machine Learning Estimation of Myocardial Ischemia Severity Using Body Surface ECG.
Rui Jin, Jake A Bergquist, Deekshith Dade, Brian Zenger, Xiangyang Ye

Comput Cardiol (2010)· December 2024

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Ablation-induced left atrial mechanical dysfunction recovers in weeks after ablation.
Jiawei Dong, Eugene Kwan, Jake A Bergquist, Benjamin A Steinberg, Derek J Dosdall

J Interv Card Electrophysiol· October 2024

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A Survey of Augmentation Techniques for Enhancing ECG Representation Through Self-Supervised Contrastive Learning.
Deekshith Dade, Jake A Bergquist, Rob S MacLeod, Xiangyang Ye, Ravi Ranjan

Comput Cardiol (2010)· September 2024

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Uncertainty Quantification of Fibrotic Conductivity Effects on Computational Model-Derived Ablation of Atypical Left Atrial Flutter.
Jake A Bergquist, Ben A Orkild, Eric Paccione, Eugene Kwan, Brian Zenger

Comput Cardiol (2010)· September 2024

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Machine Learning Prediction of Blood Potassium at Different Time Cutoffs.
Jake A Bergquist, Deekshith Dade, Brian Zenger, Rob S MacLeod, Xingyang Ye

Comput Cardiol (2010)· September 2024

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Structural Differences in Transgenic Animals Associated with Atrial Fibrillation.
Eugene Kwan, Bram Hunt, Eric Paccione, Ben A Orkild, Jake A Bergquist

Comput Cardiol (2010)· September 2024

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Performance of off-the-shelf machine learning architectures and biases in low left ventricular ejection fraction detection.
Jake A Bergquist, Brian Zenger, James Brundage, Rob S MacLeod, T Jared Bunch

Heart Rhythm O2· September 2024

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Influence of material parameter variability on the predicted coronary artery biomechanical environment via uncertainty quantification.
Caleb C Berggren, David Jiang, Y F Jack Wang, Jake A Bergquist, Lindsay C Rupp

Biomech Model Mechanobiol· June 2024

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Influence of Material Parameter Variability on the Predicted Coronary Artery Biomechanical Environment via Uncertainty Quantification.
Caleb C Berggren, David Jiang, Y F Jack Wang, Jake A Bergquist, Lindsay C Rupp

ArXiv· January 2024

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Uncertainty quantification of the effect of cardiac position variability in the inverse problem of electrocardiographic imaging.
Jake A Bergquist, Brian Zenger, Lindsay C Rupp, Anna Busatto, Jess Tate

Physiol Meas· October 2023

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A Grid Search of Fibrosis Thresholds for Uncertainty Quantification in Atrial Flutter Simulations.
Benjamin A Orkild, Jake A Bergquist, Eric N Paccione, Matthias Lange, Eugene Kwan

Comput Cardiol (2010)· October 2023

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Effects of Biventricular Pacing Locations on Anti-Tachycardia Pacing Success in a Patient-Specific Model.
Eric N Paccione, Matthias Lange, Benjamin A Orkild, Jake A Bergquist, Eugene Kwan

Comput Cardiol (2010)· October 2023

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Uncertainty Quantification of Fiber Orientation and Epicardial Activation.
Lindsay C Rupp, Anna Busatto, Jake A Bergquist, Karli Gillette, Akil Narayan

Comput Cardiol (2010)· October 2023

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Uncertainty Quantification of the Effect of Variable Conductivity in Ventricular Fibrotic Regions on Ventricular Tachycardia.
Jake A Bergquist, Matthias Lange, Brian Zenger, Ben Orkild, Eric Paccione

Comput Cardiol (2010)· October 2023

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Comparison of Machine Learning Detection of Low Left Ventricular Ejection Fraction Using Individual ECG Leads.
Jake A Bergquist, Brian Zenger, James Brundage, Rob S MacLeod, Rashmee Shah

Comput Cardiol (2010)· October 2023

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Performance of Off-the-Shelf Machine Learning Architectures and Biases in Detection of Low Left Ventricular Ejection Fraction.
Jake A Bergquist, Brian Zenger, James Brundage, Rob S MacLeod, T Jared Bunch

medRxiv· June 2023

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Investigation into the importance of using natural PVCs and pathological models for potential-based ECGI validation.
Laura R Bear, Jake A Bergquist, Emma Abell, Hubert Cochet, Rob S MacLeod

Front Physiol· May 2023

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UncertainSCI: Uncertainty quantification for computational models in biomedicine and bioengineering.
Akil Narayan, Zexin Liu, Jake A Bergquist, Chantel Charlebois, Sumientra Rampersad

Comput Biol Med· January 2023

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Tipping the scales of understanding: An engineering approach to design and implement whole-body cardiac electrophysiology experimental models.
Brian Zenger, Jake A Bergquist, Anna Busatto, Wilson W Good, Lindsay C Rupp

Front Physiol· January 2023

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All Roads Lead to Rome: Diverse Etiologies of Tricuspid Regurgitation Create a Predictable Constellation of Right Ventricular Shape Changes.
Benjamin A Orkild, Brian Zenger, Krithika Iyer, Lindsay C Rupp, Majd M Ibrahim, Jake A Bergquist

Front Physiol· June 2022

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