Brian Zenger

Orcid: 0000-0002-0039-9184

According to our database1, Brian Zenger authored at least 35 papers between 2014 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2023
Improving Generalization by Learning Geometry-Dependent and Physics-Based Reconstruction of Image Sequences.
IEEE Trans. Medical Imaging, February, 2023

Comparison of Machine Learning Detection of Low Left Ventricular Ejection Fraction Using Individual ECG Leads.
Proceedings of the Computing in Cardiology, 2023

Uncertainty Quantification of the Effect of Variable Conductivity in Ventricular Fibrotic Regions on Ventricular Tachycardia.
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.
IEEE Trans. Biomed. Eng., 2022

Reconstruction of cardiac position using body surface potentials.
Comput. Biol. Medicine, 2022

Statistical Shape Modeling of Biventricular Anatomy with Shared Boundaries.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, 2022

Interpretable Modeling and Reduction of Unknown Errors in Mechanistic Operators.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Few-Shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

The Role of Beta-1 Receptors in the Response to Myocardial Ischemia.
Proceedings of the Computing in Cardiology, 2022

A Sliding Window Approach to Regularization in Electrocardiographic Imaging.
Proceedings of the Computing in Cardiology, 2022

Unexpected Errors in the Electrocardiographic Forward Problem.
Proceedings of the Computing in Cardiology, 2022

Heart Position Uncertainty Quantification in the Inverse Problem of ECGI.
Proceedings of the Computing in Cardiology, 2022

2021
Estimation and Validation of Cardiac Conduction Velocity and Wavefront Reconstruction Using Epicardial and Volumetric Data.
IEEE Trans. Biomed. Eng., 2021

The electrocardiographic forward problem: A benchmark study.
Comput. Biol. Medicine, 2021

Deep Adaptive Electrocardiographic Imaging with Generative Forward Model for Error Reduction.
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.
Proceedings of the Functional Imaging and Modeling of the Heart, 2021

The Role of Myocardial Fiber Direction in Epicardial Activation Patterns via Uncertainty Quantification.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

Myocardial Ischemia Detection Using Body Surface Potential Mappings and Machine Learning.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

Uncertainty Quantification in Simulations of Myocardial Ischemia.
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.
Comput. Biol. Medicine, 2020

High-Capacity Cardiac Signal Acquisition System for Flexible, Simultaneous, Multidomain Acquisition.
Proceedings of the Computing in Cardiology, 2020

Experimental Validation of a Novel Extracellular-Based Source Representation of Acute Myocardial Ischemia.
Proceedings of the Computing in Cardiology, 2020

Effect of Myocardial Fiber Direction on Epicardial Activation Patterns.
Proceedings of the Computing in Cardiology, 2020

Right Ventricular Shape Distortion in Tricuspid Regurgitation.
Proceedings of the Computing in Cardiology, 2020

Quantifying the Spatiotemporal Influence of Acute Myocardial Ischemia on Volumetric Conduction Speeds.
Proceedings of the Computing in Cardiology, 2020

Novel Experimental Preparation to Assess Electrocardiographic Imaging Reconstruction Techniques.
Proceedings of the Computing in Cardiology, 2020

Improving Localization of Cardiac Geometry Using ECGI.
Proceedings of the Computing in Cardiology, 2020

2019
GRÖMeR: A Pipeline for Geodesic Refinement of Mesh Registration.
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.
Proceedings of the 46th Computing in Cardiology, 2019

Validation of Intramural Wavefront Reconstruction and Estimation of 3D Conduction Velocity.
Proceedings of the 46th Computing in Cardiology, 2019

Optimizing the Reconstruction of Cardiac Potentials Using a Novel High Resolution Pericardiac Cage.
Proceedings of the 46th Computing in Cardiology, 2019

2018
PFEIFER: Preprocessing Framework for Electrograms Intermittently Fiducialized from Experimental Recordings.
J. Open Source Softw., 2018

Electrocardiographic Comparison of Dobutamine and Bruce Cardiac Stress Testing With High Resolution Mapping in Experimental Models.
Proceedings of the Computing in Cardiology, 2018

Novel Metric Using Laplacian Eigenmaps to Evaluate Ischemic Stress on the Torso Surface.
Proceedings of the Computing in Cardiology, 2018

2014
A Practical Algorithm for Improving Localization and Quantification of Left Ventricular Scar.
Proceedings of the Computing in Cardiology, CinC 2014, 2014


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