Jake Bergquist

Orcid: 0000-0002-4586-6911

According to our database¹, Jake Bergquist authored at least 39 papers between 2018 and 2023.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

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PhD thesis

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Bibliography

2023

UncertainSCI: A Python Package for Noninvasive Parametric Uncertainty Quantification of Simulation Pipelines.

[BibT_eX]

[DOI]

J. Open Source Softw., October, 2023

Improving Generalization by Learning Geometry-Dependent and Physics-Based Reconstruction of Image Sequences.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, February, 2023

UncertainSCI: Uncertainty quantification for computational models in biomedicine and bioengineering.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2023

Uncertainty Quantification of Fiber Orientation and Epicardial Activation.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2023

Effects of Biventricular Pacing Locations on Anti-Tachycardia Pacing Success in a Patient-Specific Model.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2023

A Grid Search of Fibrosis Thresholds for Uncertainty Quantification in Atrial Flutter Simulations.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2023

Transfer Learning for Improved Classification of Drivers in Atrial Fibrillation.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2023

Comparison of Machine Learning Detection of Low Left Ventricular Ejection Fraction Using Individual ECG Leads.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2023

Uncertainty Quantification of the Effect of Variable Conductivity in Ventricular Fibrotic Regions on Ventricular Tachycardia.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2023

2022

Reducing Line-of-Block Artifacts in Cardiac Activation Maps Estimated Using ECG Imaging: A Comparison of Source Models and Estimation Methods.

[BibT_eX]

[DOI]

Steffen Schuler

Matthias Schaufelberger

Laura R. Bear

Jake A. Bergquist

Matthijs J. M. Cluitmans

IEEE Trans. Biomed. Eng., 2022

Reconstruction of cardiac position using body surface potentials.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2022

The Role of Beta-1 Receptors in the Response to Myocardial Ischemia.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2022

A Sliding Window Approach to Regularization in Electrocardiographic Imaging.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2022

Uncertainty Quantification of Cardiac Position on Deep Graph Network ECGI.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2022

Unexpected Errors in the Electrocardiographic Forward Problem.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2022

Heart Position Uncertainty Quantification in the Inverse Problem of ECGI.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2022

2021

Estimation and Validation of Cardiac Conduction Velocity and Wavefront Reconstruction Using Epicardial and Volumetric Data.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2021

The effect of interpolating low amplitude leads on the inverse reconstruction of cardiac electrical activity.

[BibT_eX]

[DOI]

Ali S. Rababah

Laura R. Bear

Yesim Serinagaoglu Dogrusoz

Comput. Biol. Medicine, 2021

The electrocardiographic forward problem: A benchmark study.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2021

Deep Adaptive Electrocardiographic Imaging with Generative Forward Model for Error Reduction.

[BibT_eX]

[DOI]

Proceedings of the Functional Imaging and Modeling of the Heart, 2021

Simultaneous Multi-heartbeat ECGI Solution with a Time-Varying Forward Model: A Joint Inverse Formulation.

[BibT_eX]

[DOI]

Proceedings of the Functional Imaging and Modeling of the Heart, 2021

The Role of Myocardial Fiber Direction in Epicardial Activation Patterns via Uncertainty Quantification.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

Myocardial Ischemia Detection Using Body Surface Potential Mappings and Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

Uncertainty Quantification in Simulations of Myocardial Ischemia.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

Impact of baseline drift removal on ECG beat classification and alignment.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020

Characterizing the transient electrocardiographic signature of ischemic stress using Laplacian Eigenmaps for dimensionality reduction.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2020

High-Capacity Cardiac Signal Acquisition System for Flexible, Simultaneous, Multidomain Acquisition.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2020

Experimental Validation of a Novel Extracellular-Based Source Representation of Acute Myocardial Ischemia.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2020

Using UncertainSCI to Quantify Uncertainty in Cardiac Simulations.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2020

Effect of Myocardial Fiber Direction on Epicardial Activation Patterns.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2020

Novel Experimental Preparation to Assess Electrocardiographic Imaging Reconstruction Techniques.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2020

Improving Localization of Cardiac Geometry Using ECGI.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2020

2019

GRÖMeR: A Pipeline for Geodesic Refinement of Mesh Registration.

[BibT_eX]

[DOI]

Proceedings of the Functional Imaging and Modeling of the Heart, 2019

Experimental Validation of Image-Based Modeling of Torso Surface Potentials During Acute Myocardial Ischemia.

[BibT_eX]

[DOI]

Proceedings of the 46th Computing in Cardiology, 2019

A Unified Pipeline for ECG Imaging Testing.

[BibT_eX]

[DOI]

Proceedings of the 46th Computing in Cardiology, 2019

Validation of Intramural Wavefront Reconstruction and Estimation of 3D Conduction Velocity.

[BibT_eX]

[DOI]

Proceedings of the 46th Computing in Cardiology, 2019

Effects of Interpolation on the Inverse Problem of Electrocardiography.

[BibT_eX]

[DOI]

Yesim Serinagaoglu Dogrusoz

Proceedings of the 46th Computing in Cardiology, 2019

Optimizing the Reconstruction of Cardiac Potentials Using a Novel High Resolution Pericardiac Cage.

[BibT_eX]

[DOI]

Proceedings of the 46th Computing in Cardiology, 2019

2018

Electrocardiographic Comparison of Dobutamine and Bruce Cardiac Stress Testing With High Resolution Mapping in Experimental Models.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2018

Jake Bergquist

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