Publications by authors named "Rob MacLeod"

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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, Rob S MacLeod

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, Rob S MacLeod

J Physiol· August 2025

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Diffuse functional and structural abnormalities in fibrosis: Potential structural basis for sustaining atrial fibrillation.
Eugene Kwan, Elyar Ghafoori, Wilson Good, Misha Regouski, Boyce Moon, Rob S MacLeod

Heart Rhythm· July 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, Rob S MacLeod

Heart Rhythm· June 2025

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Effective ablation settings that predict chronic scar after atrial ablation with HELIOSTAR™ multi-electrode radiofrequency balloon catheter.
Yuki Ishidoya, Eugene Kwan, Bram Hunt, Matthias Lange, Tushar Sharma, Rob S Macleod

J Interv Card Electrophysiol· April 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, Rob S MacLeod

JACC Clin Electrophysiol· April 2025

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Image quality assessment and automation in late gadolinium-enhanced MRI of the left atrium in atrial fibrillation patients.
Benjamin Orkild, K M Arefeen Sultan, Eugene Kholmovski, Eugene Kwan, Erik Bieging, Rob S MacLeod

J Interv Card Electrophysiol· April 2025

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Contrastive pretraining improves deep learning classification of endocardial electrograms in a preclinical model.
Bram Hunt, Eugene Kwan, Jake Bergquist, James Brundage, Benjamin Orkild, Rob S MacLeod

Heart Rhythm O2· 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, Rob S MacLeod

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, Rob S MacLeod

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, Rob S MacLeod

J Interv Card Electrophysiol· October 2024

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Application of Order and Sample Selection in Uncertainty Quantification of Cardiac Models.
Anna Busatto, Lindsay C R Tanner, Karli Gillette, Akil Narayan, Gernot Plank, Rob S MacLeod

Comput Cardiol (2010)· September 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, Rob S MacLeod

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, Rob S MacLeod

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, Rob S MacLeod

Biomech Model Mechanobiol· June 2024

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Interactions between calcium-induced arrhythmia triggers and the electrophysiological-anatomical substrate underlying the induction of atrial fibrillation.
Michael A Colman, Marta Varela, Rob S MacLeod, Jules C Hancox, Oleg V Aslanidi

J Physiol· March 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, Rob S MacLeod

ArXiv· January 2024

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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, Rob S Macleod

Comput Cardiol (2010)· October 2023

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Capturing the Influence of Conduction Velocity on Epicardial Activation Patterns Using Uncertainty Quantification.
Anna Busatto, Lindsay C Rupp, Karli Gillette, Akil Narayan, Gernot Plank, Rob S MacLeod

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, Rob S MacLeod

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, Rob S MacLeod

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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