Rob S. MacLeod

Orcid: 0000-0002-0000-0356

According to our database1, Rob S. MacLeod authored at least 65 papers between 2001 and 2023.

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

Timeline

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Bibliography

2023
Uncertainty Quantification of Fiber Orientation and Epicardial Activation.
Proceedings of the Computing in Cardiology, 2023

A Grid Search of Fibrosis Thresholds for Uncertainty Quantification in Atrial Flutter Simulations.
Proceedings of the Computing in Cardiology, 2023

Capturing the Influence of Conduction Velocity on Epicardial Activation Patterns Using Uncertainty Quantification.
Proceedings of the Computing in Cardiology, 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
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

Segmentation Uncertainty Quantification in Cardiac Propagation Models.
Proceedings of the Computing in Cardiology, 2022

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

Unipolar R:S Development in Chronic Atrial Fibrillation.
Proceedings of the Computing in Cardiology, 2022

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

The Effect of Segmentation Variability in Forward ECG Simulation.
Proceedings of the Computing in Cardiology, 2022

Uncertainty Quantification of Cardiac Position on Deep Graph Network ECGI.
Proceedings of the Computing in Cardiology, 2022

Effect of Segmentation Uncertainty on the ECGI Inverse Problem Solution and Source Localization.
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
Deep Adaptive Electrocardiographic Imaging with Generative Forward Model for Error Reduction.
Proceedings of the Functional Imaging and Modeling of the Heart, 2021

Uncertainty Quantification of the Effects of Segmentation Variability in ECGI.
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

A Cardiac Shape Model for Segmentation Uncertainty Quantification.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

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

Computer Simulations Outcomes of Left Atrial Arrhythmia Induction are Highly Sensitive to Scar and Fibrosis Determination.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

Siamese Neural Networks for Small Dataset Classification of Electrograms.
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
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

Shape Analysis of Segmentation Variability.
Proceedings of the Computing in Cardiology, 2020

Using UncertainSCI to Quantify Uncertainty in Cardiac Simulations.
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

Deep Learning Based Prediction of Atrial Fibrillation Disease Progression with Endocardial Electrograms in a Canine Model.
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
Experimental Validation of Image-Based Modeling of Torso Surface Potentials During Acute Myocardial Ischemia.
Proceedings of the 46th Computing in Cardiology, 2019

A Unified Pipeline for ECG Imaging Testing.
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

Regions of High Dominant Frequency in Chronic Atrial Fibrillation Anchored to Areas of Atrial Fibrosis.
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.
Proceedings of the Computing in Cardiology, 2018

Effect of Segmentation Variation on ECG Imaging.
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

Effects of ECG Signal Processing on the Inverse Problem of Electrocardiography.
Proceedings of the Computing in Cardiology, 2018

2017
Analyzing Source Sampling to Reduce Error in ECG Forward Simulations.
Proceedings of the Computing in Cardiology, 2017

Detecting Ischemic Stress to the Myocardium Using Laplacian Eigenmaps and Changes to Conduction Velocity.
Proceedings of the Computing in Cardiology, 2017

Overcoming Barriers to Quantification and Comparison of Electrocardiographic Imaging Methods: a Community-Based Approach.
Proceedings of the Computing in Cardiology, 2017

2016
Evaluation of numerical techniques for solving the current injection problem in biological tissues.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Novel Biomarker for Evaluating Ischemic Stress Using an Electrogram Derived Phase Space.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Temporal Dilation of Animal Cardiac Recordings Registered to Human Torso Geometries.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

The Consortium on Electrocardiographic Imaging.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

The Role of Reduced Left Ventricular, Systolic Blood Volumes in ST Segment Potentials Overlying Diseased Tissue of the Ischemic Heart.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015
Generation of Combined-Modality Tetrahedral Meshes.
Proceedings of the Computing in Cardiology, 2015

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

Verification of a Defibrillation Simulation Using Internal Electric Fields in a Human Shaped Phantom.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

New Additions to the Toolkit for Forward/Inverse Problems in Electrocardiography within the SCIRun Problem Solving Environment.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

Controlled Activation for Interrogation of the Electrophysiological Substrate.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013
A point-correspondence approach to describing the distribution of image features on anatomical surfaces, with application to atrial fibrillation.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Uncertainty Visualization in Forward and Inverse Cardiac Models.
Proceedings of the Computing in Cardiology, 2013

2012
Subject specific, image based analysis and modeling in patients with atrial fibrillation from MRI.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Impacts of Boundary Conforming Meshes on Electrical Cardiac Simulation.
Proceedings of the 21st International Meshing Roundtable, 2012

2011
An optimization framework for inversely estimating myocardial transmembrane potentials and localizing ischemia.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Measuring defibrillator surface potentials for simulation verification.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Spatiotemporal estimation of activation times of fractionated ECGs on complex heart surfaces.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2001
Feature Extraction From Point Clouds.
Proceedings of the 10th International Meshing Roundtable, 2001


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