Rob S. MacLeod

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 66

Top Topics

High Resolution

Left Ventricular

Activation Patterns

Magnetic Resonance

Top Venues

Comput. Biol. Medicine

Publications

Jess D. Tate, Zexin Liu, Jake A. Bergquist, Sumientra Rampersad, Dan White, Chantel Charlebois, Lindsay C. Rupp, Dana H. Brooks, Rob S. MacLeod, Akil Narayan
UncertainSCI: A Python Package for Noninvasive Parametric Uncertainty Quantification of Simulation Pipelines. J. Open Source Softw. 8 (90) (2023)
Jake A. Bergquist, Matthias Lange, Brian Zenger, Benjamin A. Orkild, Eric Paccione, Eugene Kwan, Bram Hunt, Jiawei Dong, Rob S. MacLeod, Akil Narayan, Ravi Ranjan
Uncertainty Quantification of the Effect of Variable Conductivity in Ventricular Fibrotic Regions on Ventricular Tachycardia. CinC (2023)
Jake A. Bergquist, Brian Zenger, James N. Brundage, Rob S. MacLeod, Rashmee Shah, Xiangyang Ye, Ann Lyones, Ravi Ranjan, Tolga Tasdizen, T. Jared Bunch, Benjamin Steinberg
Comparison of Machine Learning Detection of Low Left Ventricular Ejection Fraction Using Individual ECG Leads. CinC (2023)
Akil Narayan, Zexin Liu, Jake A. Bergquist, Chantel Charlebois, Sumientra Rampersad, Lindsay C. Rupp, Dana H. Brooks, Dan White, Jess D. Tate, Rob S. MacLeod
UncertainSCI: Uncertainty quantification for computational models in biomedicine and bioengineering. Comput. Biol. Medicine 152 (2023)
Benjamin A. Orkild, Jake A. Bergquist, Eric Paccione, Matthias Lange, Eugene Kwan, Bram Hunt, Rob S. MacLeod, Akil Narayan, Ravi Ranjan
A Grid Search of Fibrosis Thresholds for Uncertainty Quantification in Atrial Flutter Simulations. CinC (2023)
Lindsay C. Rupp, Anna Busatto, Jake A. Bergquist, Karli Gillette, Akil Narayan, Gernot Plank, Rob S. MacLeod
Uncertainty Quantification of Fiber Orientation and Epicardial Activation. CinC (2023)
Xiajun Jiang, Maryam Toloubidokhti, Jake Bergquist, Brian Zenger, Wilson W. Good, Rob S. MacLeod, Linwei Wang
Improving Generalization by Learning Geometry-Dependent and Physics-Based Reconstruction of Image Sequences. IEEE Trans. Medical Imaging 42 (2) (2023)
Anna Busatto, Lindsay C. Rupp, Karli Gillette, Akil Narayan, Gernot Plank, Rob S. MacLeod
Capturing the Influence of Conduction Velocity on Epicardial Activation Patterns Using Uncertainty Quantification. CinC (2023)
Jake A. Bergquist, Lindsay C. Rupp, Anna Busatto, Ben Orkild, Brian Zenger, Wilson Good, Jaume Coll-Font, Akil Narayan, Jess D. Tate, Dana H. Brooks, Rob S. MacLeod
Heart Position Uncertainty Quantification in the Inverse Problem of ECGI. CinC (2022)
Xiajun Jiang, Zhiyuan Li, Ryan Missel, Md Shakil Zaman, Brian Zenger, Wilson W. Good, Rob S. MacLeod, John L. Sapp, Linwei Wang
Few-Shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-learning. MICCAI (8) (2022)
Narimane Gassa, Machteld J. Boonstra, Beata Ondrusova, Jana Svehlíková, Dana H. Brooks, Akil Narayan, Ali S. Rababah, Peter M. van Dam, Rob S. MacLeod, Jess D. Tate, Nejib Zemzemi
Effect of Segmentation Uncertainty on the ECGI Inverse Problem Solution and Source Localization. CinC (2022)
Steffen Schuler, Matthias Schaufelberger, Laura R. Bear, Jake A. Bergquist, Matthijs J. M. Cluitmans, Jaume Coll-Font, Önder Nazim Onak, Brian Zenger, Axel Loewe, Rob S. MacLeod, Dana H. Brooks, Olaf Dössel
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. 69 (6) (2022)
Xiajun Jiang, Zhiyuan Li, Ryan Missel, Md Shakil Zaman, Brian Zenger, Wilson W. Good, Rob S. MacLeod, John L. Sapp, Linwei Wang
Few-shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-Learning. CoRR (2022)
Maryam Toloubidokhti, Nilesh Kumar, Zhiyuan Li, Prashnna K. Gyawali, Brian Zenger, Wilson W. Good, Rob S. MacLeod, Linwei Wang
Interpretable Modeling and Reduction of Unknown Errors in Mechanistic Operators. MICCAI (8) (2022)
Beata Ondrusova, Machteld J. Boonstra, Jana Svehlíková, Dana H. Brooks, Peter M. van Dam, Ali S. Rababah, Akil Narayan, Rob S. MacLeod, Nejib Zemzemi, Jess D. Tate
The Effect of Segmentation Variability in Forward ECG Simulation. CinC (2022)
Anna Busatto, Jake A. Bergquist, Lindsay C. Rupp, Brian Zenger, Rob S. MacLeod
Unexpected Errors in the Electrocardiographic Forward Problem. CinC (2022)
Jess D. Tate, Nejib Zemzemi, Shireen Y. Elhabian, Beáta Ondrusová, Machteld J. Boonstra, Peter M. van Dam, Akil Narayan, Dana H. Brooks, Rob S. MacLeod
Segmentation Uncertainty Quantification in Cardiac Propagation Models. CinC (2022)
Xiajun Jiang, Jess Tate, Jake Bergquist, Akil Narayan, Rob S. MacLeod, Linwei Wang
Uncertainty Quantification of Cardiac Position on Deep Graph Network ECGI. CinC (2022)
Benjamin A Orkild, Jake A. Bergquist, Lindsay C. Rupp, Anna Busatto, Brian Zenger, Wilson W. Good, Jaume Coll-Font, Rob S. MacLeod
A Sliding Window Approach to Regularization in Electrocardiographic Imaging. CinC (2022)
Eric Paccione, Bram Hunt, Eugene Kwan, Derek J. Dosdall, Rob S. MacLeod, Ravi Ranjan
Unipolar R:S Development in Chronic Atrial Fibrillation. CinC (2022)
Lindsay C. Rupp, Brian Zenger, Jake A. Bergquist, Anna Busatto, Rob S. MacLeod
The Role of Beta-1 Receptors in the Response to Myocardial Ischemia. CinC (2022)
Maryam Toloubidokhti, Nilesh Kumar, Zhiyuan Li, Prashnna K. Gyawali, Brian Zenger, Wilson W. Good, Rob S. MacLeod, Linwei Wang
Interpretable Modeling and Reduction of Unknown Errors in Mechanistic Operators. CoRR (2022)
Jake A. Bergquist, Jaume Coll-Font, Brian Zenger, Lindsay C. Rupp, Wilson W. Good, Dana H. Brooks, Rob S. MacLeod
Reconstruction of cardiac position using body surface potentials. Comput. Biol. Medicine 142 (2022)
Jake A. Bergquist, Wilson W. Good, Brian Zenger, Jess D. Tate, Lindsay C. Rupp, Rob S. MacLeod
The electrocardiographic forward problem: A benchmark study. Comput. Biol. Medicine 134 (2021)
James N. Brundage, Vai Suliafu, Jake A. Bergquist, Brian Zenger, Lindsay C. Rupp, Bao Wang, Rob S. MacLeod
Myocardial Ischemia Detection Using Body Surface Potential Mappings and Machine Learning. CinC (2021)
Jake A. Bergquist, Brian Zenger, Lindsay C. Rupp, Akil Narayan, Jess D. Tate, Rob S. MacLeod
Uncertainty Quantification in Simulations of Myocardial Ischemia. CinC (2021)
Lindsay C. Rupp, Jake A. Bergquist, Brian Zenger, Karli Gillette, Akil Narayan, Jess D. Tate, Gernot Plank, Rob S. MacLeod
The Role of Myocardial Fiber Direction in Epicardial Activation Patterns via Uncertainty Quantification. CinC (2021)
Ali S. Rababah, Laura R. Bear, Yesim Serinagaoglu Dogrusoz, Wilson Good, Jake Bergquist, Job Stoks, Rob S. MacLeod, Khaled Rjoob, Michael Jennings, James McLaughlin, Dewar D. Finlay
The effect of interpolating low amplitude leads on the inverse reconstruction of cardiac electrical activity. Comput. Biol. Medicine 136 (2021)
Bram Hunt, Eugene Kwan, Derek J. Dosdall, Rob S. MacLeod, Ravi Ranjan
Siamese Neural Networks for Small Dataset Classification of Electrograms. CinC (2021)
Maryam Toloubidokhti, Prashnna K. Gyawali, Omar A. Gharbia, Xiajun Jiang, Jaume Coll-Font, Jake A. Bergquist, Brian Zenger, Wilson W. Good, Dana H. Brooks, Rob S. MacLeod, Linwei Wang
Deep Adaptive Electrocardiographic Imaging with Generative Forward Model for Error Reduction. FIMH (2021)
Wilson W. Good, Karli K. Gillette, Brian Zenger, Jake A. Bergquist, Lindsay C. Rupp, Jess D. Tate, Devan Anderson, Matthias A. F. Gsell, Gernot Plank, Rob S. MacLeod
Estimation and Validation of Cardiac Conduction Velocity and Wavefront Reconstruction Using Epicardial and Volumetric Data. IEEE Trans. Biomed. Eng. 68 (11) (2021)
Jake A. Bergquist, Jaume Coll-Font, Brian Zenger, Lindsay C. Rupp, Wilson W. Good, Dana H. Brooks, Rob S. MacLeod
Simultaneous Multi-heartbeat ECGI Solution with a Time-Varying Forward Model: A Joint Inverse Formulation. FIMH (2021)
Matthias Lange, Eugene Kwan, Rob S. MacLeod, Ravi Ranjan
Computer Simulations Outcomes of Left Atrial Arrhythmia Induction are Highly Sensitive to Scar and Fibrosis Determination. CinC (2021)
Jess D. Tate, Wilson W. Good, Nejib Zemzemi, Machteld J. Boonstra, Peter M. van Dam, Dana H. Brooks, Akil Narayan, Rob S. MacLeod
Uncertainty Quantification of the Effects of Segmentation Variability in ECGI. FIMH (2021)
Jess D. Tate, Shireen Y. Elhabian, Nejib Zemzemi, Wilson W. Good, Peter M. van Dam, Dana H. Brooks, Rob S. MacLeod
A Cardiac Shape Model for Segmentation Uncertainty Quantification. CinC (2021)
Brian Zenger, Jake A. Bergquist, Wilson W. Good, Bruce Steadman, Rob S. MacLeod
High-Capacity Cardiac Signal Acquisition System for Flexible, Simultaneous, Multidomain Acquisition. CinC (2020)
Jess D. Tate, Nejib Zemzemi, Wilson W. Good, Peter M. van Dam, Dana H. Brooks, Rob S. MacLeod
Shape Analysis of Segmentation Variability. CinC (2020)
Brian Zenger, Jake A. Bergquist, Wilson W. Good, Lindsay C. Rupp, Rob S. MacLeod
Experimental Validation of a Novel Extracellular-Based Source Representation of Acute Myocardial Ischemia. CinC (2020)
Wilson W. Good, Burak Erem, Brian Zenger, Jaume Coll-Font, Jake A. Bergquist, Dana H. Brooks, Rob S. MacLeod
Characterizing the transient electrocardiographic signature of ischemic stress using Laplacian Eigenmaps for dimensionality reduction. Comput. Biol. Medicine 127 (2020)
Lindsay C. Rupp, Wilson W. Good, Jake A. Bergquist, Brian Zenger, Karli Gillette, Gernot Plank, Rob S. MacLeod
Effect of Myocardial Fiber Direction on Epicardial Activation Patterns. CinC (2020)
Ashley E. Morgan, Atefeh Kashani, Brian Zenger, Lindsay C. Rupp, Maura D. Perez, Markus D. Foote, Alan K. Morris, Mark B. Ratcliffe, Jiwon J. Kim, Jonathan W. Weinsaft, Vikas Sharma, Rob S. MacLeod, Shireen Y. Elhabian
Right Ventricular Shape Distortion in Tricuspid Regurgitation. CinC (2020)
Jake A. Bergquist, Brian Zenger, Wilson W. Good, Lindsay C. Rupp, Laura R. Bear, Rob S. MacLeod
Novel Experimental Preparation to Assess Electrocardiographic Imaging Reconstruction Techniques. CinC (2020)
Wilson W. Good, Brian Zenger, Jake A. Berzuuist, Lindsay C. Rupp, Karli Gillette, Gernot Plank, Rob S. MacLeod
Quantifying the Spatiotemporal Influence of Acute Myocardial Ischemia on Volumetric Conduction Speeds. CinC (2020)
Jake A. Bergquist, Jaume Coll-Font, Brian Zenger, Lindsay C. Rupp, Wilson W. Good, Dana H. Brooks, Rob S. MacLeod
Improving Localization of Cardiac Geometry Using ECGI. CinC (2020)
Bram Hunt, Eugene Kwan, Mark McMillan, Derek J. Dosdall, Rob S. MacLeod, Ravi Ranjan
Deep Learning Based Prediction of Atrial Fibrillation Disease Progression with Endocardial Electrograms in a Canine Model. CinC (2020)
Lindsay C. Rupp, Zexin Liu, Jake A. Bergquist, Sumientra Rampersad, Dan White, Jess D. Tate, Dana H. Brooks, Akil Narayan, Rob S. MacLeod
Using UncertainSCI to Quantify Uncertainty in Cardiac Simulations. CinC (2020)
Nathan Angel, Eugene G. Kholmovski, Elyar Ghafoori, Derek J. Dosdall, Rob S. MacLeod, Ravi Ranjan
Regions of High Dominant Frequency in Chronic Atrial Fibrillation Anchored to Areas of Atrial Fibrosis. CinC (2019)
Wilson W. Good, Karli K. Gillette, Jake A. Bergquist, Brian Zenger, Jess D. Tate, Lindsay C. Rupp, Devan Anderson, Gernot Plank, Rob S. MacLeod
Validation of Intramural Wavefront Reconstruction and Estimation of 3D Conduction Velocity. CinC (2019)
Jake A. Bergquist, Wilson W. Good, Brian Zenger, Jess D. Tate, Rob S. MacLeod
Optimizing the Reconstruction of Cardiac Potentials Using a Novel High Resolution Pericardiac Cage. CinC (2019)
Jess D. Tate, Eelco van Dam, Wilson Good, Jake Bergquist, Peter M. van Dam, Rob S. MacLeod
A Unified Pipeline for ECG Imaging Testing. CinC (2019)
Brian Zenger, Jake A. Bergquist, Wilson W. Good, Brett M. Burton, Jess D. Tate, Rob S. MacLeod
Experimental Validation of Image-Based Modeling of Torso Surface Potentials During Acute Myocardial Ischemia. CinC (2019)
Zhaohan Xiong, Vadim V. Fedorov, Xiaohang Fu, Elizabeth Cheng, Rob S. MacLeod, Jichao Zhao
Fully Automatic Left Atrium Segmentation From Late Gadolinium Enhanced Magnetic Resonance Imaging Using a Dual Fully Convolutional Neural Network. IEEE Trans. Medical Imaging 38 (2) (2019)
Jess D. Tate, Jeroen G. Stinstra, Thomas Pilcher, Ahrash Poursaid, Matthew A. Jolley, Elizabeth Saarel, John K. Triedman, Rob S. MacLeod
Measuring defibrillator surface potentials: The validation of a predictive defibrillation computer model. Comput. Biol. Medicine 102 (2018)
Anton Rodenhauser, Wilson Good, Brian Zenger, Jess D. Tate, Kedar Aras, Brett M. Burton, Rob S. MacLeod
PFEIFER: Preprocessing Framework for Electrograms Intermittently Fiducialized from Experimental Recordings. J. Open Source Softw. 3 (21) (2018)
Brian Zenger, Wilson Good, Rob S. MacLeod, Jess D. Tate, Vikas Sharma, Jake Bergquist
Electrocardiographic Comparison of Dobutamine and Bruce Cardiac Stress Testing With High Resolution Mapping in Experimental Models. CinC (2018)
Wilson Good, Burak Erem, Jaume Coll-Font, Brian Zenger, Dana H. Brooks, Rob S. MacLeod, Milan Horacek
Novel Metric Using Laplacian Eigenmaps to Evaluate Ischemic Stress on the Torso Surface. CinC (2018)
Jess D. Tate, Nejib Zemzemi, Wilson Good, Peter M. van Dam, Dana H. Brooks, Rob S. MacLeod
Effect of Segmentation Variation on ECG Imaging. CinC (2018)
Laura Bear, Yesim Serinagaoglu Dogrusoz, Jana Svehlíková, Jaume Coll-Font, Wilson Good, Eelco van Dam, Rob S. MacLeod, Emma Abell, Richard D. Walton, Ruben Coronel, Michel Haïssaguerre, Rémi Dubois
Effects of ECG Signal Processing on the Inverse Problem of Electrocardiography. CinC (2018)
Jwala Dhamala, Jaume Coll-Font, Jess D. Tate, María de la Salud Guillem Sánchez, Dana H. Brooks, Linwei Wang, Rob S. MacLeod, Sandesh Ghimire
Overcoming Barriers to Quantification and Comparison of Electrocardiographic Imaging Methods: a Community-Based Approach. CinC (2017)
Wilson Good, Burak Erem, Jaume Coll-Font, Dana H. Brooks, Rob S. MacLeod
Detecting Ischemic Stress to the Myocardium Using Laplacian Eigenmaps and Changes to Conduction Velocity. CinC (2017)
Jess D. Tate, Karli Gillette, Brett M. Burton, Wilson Good, Jaume Coll-Font, Dana H. Brooks, Rob S. MacLeod
Analyzing Source Sampling to Reduce Error in ECG Forward Simulations. CinC (2017)
Karli Gillette, Jess D. Tate, Brianna Kindall, Wilson Good, Jeff Wilkinson, Narendra Simha, Rob S. MacLeod
Temporal Dilation of Animal Cardiac Recordings Registered to Human Torso Geometries. CinC (2016)
Damon E. Hyde, Moritz Dannhauer, Simon K. Warfield, Rob S. MacLeod, Dana H. Brooks
Evaluation of numerical techniques for solving the current injection problem in biological tissues. ISBI (2016)
Brett M. Burton, Kedar Aras, Jess D. Tate, Wilson Good, Rob S. MacLeod
The Role of Reduced Left Ventricular, Systolic Blood Volumes in ST Segment Potentials Overlying Diseased Tissue of the Ischemic Heart. CinC (2016)
Jaume Coll-Font, Dana H. Brooks, Peter M. van Dam, Jwala Dhamala, Olaf Dössel, María de la Salud Guillem Sánchez, Rob S. MacLeod, Danila Potyagaylo, Walther H. W. Schulze, Jess D. Tate, Linwei Wang
The Consortium on Electrocardiographic Imaging. CinC (2016)
Wilson Good, Burak Erem, Jaume Coll-Font, Dana H. Brooks, Rob S. MacLeod
Novel Biomarker for Evaluating Ischemic Stress Using an Electrogram Derived Phase Space. CinC (2016)
Karli Gillette, Jess D. Tate, Brianna Kindall, Peter M. van Dam, Eugene G. Kholmovski, Rob S. MacLeod
Generation of Combined-Modality Tetrahedral Meshes. CinC (2015)
Yi Gao, Liangjia Zhu, Joshua Cates, Rob S. MacLeod, Sylvain Bouix, Allen R. Tannenbaum
A Kalman Filtering Perspective for Multiatlas Segmentation. SIAM J. Imaging Sci. 8 (2) (2015)
Jess D. Tate, Thomas Pilcher, Kedar Aras, Brett M. Burton, Rob S. MacLeod
Verification of a Defibrillation Simulation Using Internal Electric Fields in a Human Shaped Phantom. CinC (2014)
Brian Zenger, Joshua Cates, Alan Morris, Eugene G. Kholmovski, Alexander Au, Ravi Ranjan, Nazem Akoum, Christopher McGann, Brent Wilson, Nassir Marrouche, Frederick T. Han, Rob S. MacLeod
A Practical Algorithm for Improving Localization and Quantification of Left Ventricular Scar. CinC (2014)
Joshua J. E. Blauer, Frederick T. Han, Ravi Ranjan, Nassir Marrouche, Rob S. MacLeod
Controlled Activation for Interrogation of the Electrophysiological Substrate. CinC (2014)
Jaume Coll-Font, Brett M. Burton, Jess D. Tate, Burak Erem, Darrell J. Swenson, Dafang Wang, Dana H. Brooks, Peter M. van Dam, Rob S. MacLeod
New Additions to the Toolkit for Forward/Inverse Problems in Electrocardiography within the SCIRun Problem Solving Environment. CinC (2014)
Brett M. Burton, Burak Erem, Kristin Potter, Paul Rosen, Chris R. Johnson, Dana H. Brooks, Rob S. MacLeod
Uncertainty Visualization in Forward and Inverse Cardiac Models. CinC (2013)
Gregory Gardner, Alan Morris, Koji Higuchi, Rob S. MacLeod, Joshua Cates
A point-correspondence approach to describing the distribution of image features on anatomical surfaces, with application to atrial fibrillation. ISBI (2013)
Rob S. MacLeod, Joshua Blauer, Eugene G. Kholmovski, Ravi Ranjan, Nassir Marrouche, Natalia A. Trayanova, Kathleen McDowell, Gernot Plank
Subject specific, image based analysis and modeling in patients with atrial fibrillation from MRI. ISBI (2012)
Darrell J. Swenson, Joshua A. Levine, Jess D. Tate, Ross T. Whitaker, Rob S. MacLeod
Impacts of Boundary Conforming Meshes on Electrical Cardiac Simulation. IMR (2012)
Dafang Wang, Robert M. Kirby, Rob S. MacLeod, Chris R. Johnson
An optimization framework for inversely estimating myocardial transmembrane potentials and localizing ischemia. EMBC (2011)
Jess D. Tate, Jeroen G. Stinstra, Thomas Pilcher, Ahrash Poursaid, Elizabeth Saarel, Rob S. MacLeod
Measuring defibrillator surface potentials for simulation verification. EMBC (2011)
Burak Erem, Dana H. Brooks, Peter M. van Dam, Jeroen G. Stinstra, Rob S. MacLeod
Spatiotemporal estimation of activation times of fractionated ECGs on complex heart surfaces. EMBC (2011)
Stefan Gumhold, Xinlong Wang, Rob S. MacLeod
Feature Extraction From Point Clouds. IMR (2001)
Dana H. Brooks, Rob S. MacLeod
Electrical imaging of the heart. IEEE Signal Process. Mag. 14 (1) (1997)