Robert S. MacLeod
Orcid: 0000-0002-0000-0356
According to our database1,
Robert S. MacLeod
authored at least 128 papers
between 1992 and 2023.
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Bibliography
2023
UncertainSCI: A Python Package for Noninvasive Parametric Uncertainty Quantification of Simulation Pipelines.
J. Open Source Softw., October, 2023
Improving Generalization by Learning Geometry-Dependent and Physics-Based Reconstruction of Image Sequences.
IEEE Trans. Medical Imaging, February, 2023
UncertainSCI: Uncertainty quantification for computational models in biomedicine and bioengineering.
Comput. Biol. Medicine, 2023
Proceedings of the Computing in Cardiology, 2023
Effects of Biventricular Pacing Locations on Anti-Tachycardia Pacing Success in a Patient-Specific Model.
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
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
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
Comput. Biol. Medicine, 2022
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
Proceedings of the Computing in Cardiology, 2022
Proceedings of the Computing in Cardiology, 2022
Proceedings of the Computing in Cardiology, 2022
Proceedings of the Computing in Cardiology, 2022
Proceedings of the Computing in Cardiology, 2022
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
Proceedings of the Computing in Cardiology, 2022
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 Impact of Torso Signal Processing on Noninvasive Electrocardiographic Imaging Reconstructions.
IEEE Trans. Biomed. Eng., 2021
The effect of interpolating low amplitude leads on the inverse reconstruction of cardiac electrical activity.
Comput. Biol. Medicine, 2021
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
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
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
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
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
2020
Identifying locations of re-entrant drivers from patient-specific distribution of fibrosis in the left atrium.
PLoS Comput. Biol., 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
Proceedings of the Computing in Cardiology, 2020
Proceedings of the Computing in Cardiology, 2020
Proceedings of the Computing in Cardiology, 2020
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
Proceedings of the Computing in Cardiology, 2020
2019
Fully Automatic Left Atrium Segmentation From Late Gadolinium Enhanced Magnetic Resonance Imaging Using a Dual Fully Convolutional Neural Network.
IEEE Trans. Medical Imaging, 2019
Correcting Undersampled Cardiac Sources in Equivalent Double Layer Forward Simulations.
Proceedings of the Functional Imaging and Modeling of the Heart, 2019
Spatial Downsampling of Surface Sources in the Forward Problem of Electrocardiography.
Proceedings of the Functional Imaging and Modeling of the Heart, 2019
Virtual Catheter Ablation of Target Areas Identified from Image-Based Models of Atrial Fibrillation.
Proceedings of the Functional Imaging and Modeling of the Heart, 2019
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
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
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
NeuroImage, 2018
PFEIFER: Preprocessing Framework for Electrograms Intermittently Fiducialized from Experimental Recordings.
J. Open Source Softw., 2018
Measuring defibrillator surface potentials: The validation of a predictive defibrillation computer model.
Comput. Biol. Medicine, 2018
Electrocardiographic Comparison of Dobutamine and Bruce Cardiac Stress Testing With High Resolution Mapping in Experimental Models.
Proceedings of the Computing in Cardiology, 2018
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
Reduction of Effects of Noise on the Inverse Problem of Electrocardiography With Bayesian Estimation.
Proceedings of the Computing in Cardiology, 2018
Proceedings of the Computing in Cardiology, 2018
2017
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
Optimizing stimulus patterns for dense array TDCS with fewer sources than electrodes using a branch and bound algorithm.
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
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
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
SIAM J. Imaging Sci., 2015
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
Proceedings of the Computing in Cardiology, CinC 2014, 2014
2013
Inverse electrocardiographic source localization of ischemia: An optimization framework and finite element solution.
J. Comput. Phys., 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
Proceedings of the Computing in Cardiology, 2013
2012
Automatic classification of scar tissue in late gadolinium enhancement cardiac MRI for the assessment of left-atrial wall injury after radiofrequency ablation.
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 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
Proceedings of the 21st International Meshing Roundtable, 2012
Automatic segmentation of the left atrium from MRI images using salient feature and contour evolution.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
A pipeline for the simulation of transcranial direct current stimulation for realistic human head models using SCIRun/BioMesh3D.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Establishing Multiscale Models for Simulating Whole Limb Estimates of Electric Fields for Osseointegrated Implants.
IEEE Trans. Biomed. Eng., 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
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
A toolkit for forward/inverse problems in electrocardiography within the SCIRun problem solving environment.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Segmentation of the endocardial wall of the left atrium using local region-based active contours and statistical shape learning.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
2009
Development of an Electrical Stimulation Device for Osseointegrated Amputees - A Novel Approach for Expediting Skeletal Attachment and Rehabilitation.
Proceedings of the BIODEVICES 2009, 2009
2008
Application of Stochastic Finite Element Methods to Study the Sensitivity of ECG Forward Modeling to Organ Conductivity.
IEEE Trans. Biomed. Eng., 2008
Proceedings of the Visualization in Medicine and Life Sciences., 2008
2007
IEEE Trans. Biomed. Eng., 2007
Generalized training subset selection for statistical estimation of epicardial activation maps from intravenous catheter measurements.
Comput. Biol. Medicine, 2007
Simultaneous High-Resolution Electrical Imaging of Endocardial, Epicardial and Torso-Tank Surfaces Under Varying Cardiac Metabolic Load and Coronary Flow.
Proceedings of the Functional Imaging and Modeling of the Heart, 2007
Open-Source Environment for Interactive Finite Element Modeling of Optimal ICD Electrode Placement.
Proceedings of the Functional Imaging and Modeling of the Heart, 2007
2006
Improved Performance of Bayesian Solutions for Inverse Electrocardiography Using Multiple Information Sources.
IEEE Trans. Biomed. Eng., 2006
IEEE Trans. Biomed. Eng., 2006
Influence of tissue conductivity anisotropy on EEG/MEG field and return current computation in a realistic head model: A simulation and visualization study using high-resolution finite element modeling.
NeuroImage, 2006
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Instance Selection for Estimation of Epicardial Activation Sequence from Venous Catheter Measurements.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
A wavefront-based constraint for potential surface solutions in inverse electrocardiography.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
Venous catheter based mapping of ectopic epicardial activation: training data set selection for statistical estimation.
IEEE Trans. Biomed. Eng., 2005
IEEE Trans. Biomed. Eng., 2005
Medical Biol. Eng. Comput., 2005
A Method to Reconstruct Activation Wavefronts Without Isotropy Assumptions Using a Level Sets Approach.
Proceedings of the Functional Imaging and Modeling of the Heart, 2005
2004
SCIRun/BioPSE: Integrated Problem Solving Environment for Bioelectric Field Problems and Visualization.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
2003
A Bayesian approach to inclusion and performance analysis of using extra information in bioelectric inverse problems.
Proceedings of the 2003 International Conference on Image Processing, 2003
2001
Proceedings of the 10th International Meshing Roundtable, 2001
1999
IEEE Trans. Biomed. Eng., 1999
1997
The effects of inhomogeneities and anisotropies on electrocardiographic fields: a 3-D finite-element study.
IEEE Trans. Biomed. Eng., 1997
1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
1994
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
1993
IEEE Computer Graphics and Applications, 1993
1992
Proceedings of the 3rd IEEE Visualization Conference, 1992
Proceedings of the Visualization in Biomedical Computing '92, 1992