Rob S. MacLeod

82 papers Journal 16Unranked 65

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	A Grid Search of Fibrosis Thresholds for Uncertainty Quantification in Atrial Flutter Simulations. CinC Benjamin A. Orkild, Jake A. Bergquist, Eric Paccione, Matthias Lange, Eugene Kwan, Bram Hunt, Rob S. MacLeod, Akil Narayan, Ravi Ranjan
2023	—	`conf`	Capturing the Influence of Conduction Velocity on Epicardial Activation Patterns Using Uncertainty Quantification. CinC Anna Busatto, Lindsay C. Rupp, Karli Gillette, Akil Narayan, Gernot Plank, Rob S. MacLeod
2023	—	`conf`	Comparison of Machine Learning Detection of Low Left Ventricular Ejection Fraction Using Individual ECG Leads. CinC 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
2023	J	`jnl`	Improving Generalization by Learning Geometry-Dependent and Physics-Based Reconstruction of Image Sequences. IEEE Trans. Medical Imaging Xiajun Jiang, Maryam Toloubidokhti, Jake Bergquist, Brian Zenger, Wilson W. Good, Rob S. MacLeod, Linwei Wang
2023	J	`jnl`	UncertainSCI: A Python Package for Noninvasive Parametric Uncertainty Quantification of Simulation Pipelines. J. Open Source Softw. 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
2023	J	`jnl`	UncertainSCI: Uncertainty quantification for computational models in biomedicine and bioengineering. Comput. Biol. Medicine 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
2023	—	`conf`	Uncertainty Quantification of Fiber Orientation and Epicardial Activation. CinC Lindsay C. Rupp, Anna Busatto, Jake A. Bergquist, Karli Gillette, Akil Narayan, Gernot Plank, Rob S. MacLeod
2023	—	`conf`	Uncertainty Quantification of the Effect of Variable Conductivity in Ventricular Fibrotic Regions on Ventricular Tachycardia. CinC 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
2022	—	`conf`	A Sliding Window Approach to Regularization in Electrocardiographic Imaging. CinC Benjamin A. Orkild, Jake A. Bergquist, Lindsay C. Rupp, Anna Busatto, Brian Zenger, Wilson W. Good, Jaume Coll-Font, Rob S. MacLeod
2022	—	`conf`	Effect of Segmentation Uncertainty on the ECGI Inverse Problem Solution and Source Localization. CinC 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
2022	—	`conf`	Few-Shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-learning. MICCAI (8) Xiajun Jiang, Zhiyuan Li, Ryan Missel, Md Shakil Zaman, Brian Zenger, Wilson W. Good, Rob S. MacLeod, John L. Sapp, Linwei Wang
2022	J	`jnl`	Few-shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-Learning. CoRR Xiajun Jiang, Zhiyuan Li, Ryan Missel, Md Shakil Zaman, Brian Zenger, Wilson W. Good, Rob S. MacLeod, John L. Sapp, Linwei Wang
2022	—	`conf`	Heart Position Uncertainty Quantification in the Inverse Problem of ECGI. CinC 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
2022	—	`conf`	Interpretable Modeling and Reduction of Unknown Errors in Mechanistic Operators. MICCAI (8) Maryam Toloubidokhti, Nilesh Kumar, Zhiyuan Li, Prashnna K. Gyawali, Brian Zenger, Wilson W. Good, Rob S. MacLeod, Linwei Wang
2022	J	`jnl`	Interpretable Modeling and Reduction of Unknown Errors in Mechanistic Operators. CoRR Maryam Toloubidokhti, Nilesh Kumar, Zhiyuan Li, Prashnna K. Gyawali, Brian Zenger, Wilson W. Good, Rob S. MacLeod, Linwei Wang
2022	J	`jnl`	Reconstruction of cardiac position using body surface potentials. Comput. Biol. Medicine Jake A. Bergquist, Jaume Coll-Font, Brian Zenger, Lindsay C. Rupp, Wilson W. Good, Dana H. Brooks, Rob S. MacLeod
2022	J	`jnl`	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. 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
2022	—	`conf`	Segmentation Uncertainty Quantification in Cardiac Propagation Models. CinC 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
2022	—	`conf`	The Effect of Segmentation Variability in Forward ECG Simulation. CinC 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
2022	—	`conf`	The Role of Beta-1 Receptors in the Response to Myocardial Ischemia. CinC Lindsay C. Rupp, Brian Zenger, Jake A. Bergquist, Anna Busatto, Rob S. MacLeod
2022	—	`conf`	Uncertainty Quantification of Cardiac Position on Deep Graph Network ECGI. CinC Xiajun Jiang, Jess D. Tate, Jake Bergquist, Akil Narayan, Rob S. MacLeod, Linwei Wang
2022	—	`conf`	Unexpected Errors in the Electrocardiographic Forward Problem. CinC Anna Busatto, Jake A. Bergquist, Lindsay C. Rupp, Brian Zenger, Rob S. MacLeod
2022	—	`conf`	Unipolar R:S Development in Chronic Atrial Fibrillation. CinC Eric Paccione, Bram Hunt, Eugene Kwan, Derek J. Dosdall, Rob S. MacLeod, Ravi Ranjan
2021	—	`conf`	A Cardiac Shape Model for Segmentation Uncertainty Quantification. CinC Jess D. Tate, Shireen Y. Elhabian, Nejib Zemzemi, Wilson W. Good, Peter M. van Dam, Dana H. Brooks, Rob S. MacLeod
2021	—	`conf`	Computer Simulations Outcomes of Left Atrial Arrhythmia Induction are Highly Sensitive to Scar and Fibrosis Determination. CinC Matthias Lange, Eugene Kwan, Rob S. MacLeod, Ravi Ranjan
2021	—	`conf`	Deep Adaptive Electrocardiographic Imaging with Generative Forward Model for Error Reduction. FIMH 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
2021	J	`jnl`	Estimation and Validation of Cardiac Conduction Velocity and Wavefront Reconstruction Using Epicardial and Volumetric Data. IEEE Trans. Biomed. Eng. 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
2021	—	`conf`	Myocardial Ischemia Detection Using Body Surface Potential Mappings and Machine Learning. CinC James N. Brundage, Vai Suliafu, Jake A. Bergquist, Brian Zenger, Lindsay C. Rupp, Bao Wang, Rob S. MacLeod
2021	—	`conf`	Siamese Neural Networks for Small Dataset Classification of Electrograms. CinC Bram Hunt, Eugene Kwan, Derek J. Dosdall, Rob S. MacLeod, Ravi Ranjan
2021	—	`conf`	Simultaneous Multi-heartbeat ECGI Solution with a Time-Varying Forward Model: A Joint Inverse Formulation. FIMH Jake A. Bergquist, Jaume Coll-Font, Brian Zenger, Lindsay C. Rupp, Wilson W. Good, Dana H. Brooks, Rob S. MacLeod
2021	—	`conf`	The Role of Myocardial Fiber Direction in Epicardial Activation Patterns via Uncertainty Quantification. CinC Lindsay C. Rupp, Jake A. Bergquist, Brian Zenger, Karli Gillette, Akil Narayan, Jess D. Tate, Gernot Plank, Rob S. MacLeod
2021	J	`jnl`	The effect of interpolating low amplitude leads on the inverse reconstruction of cardiac electrical activity. Comput. Biol. Medicine 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
2021	J	`jnl`	The electrocardiographic forward problem: A benchmark study. Comput. Biol. Medicine Jake A. Bergquist, Wilson W. Good, Brian Zenger, Jess D. Tate, Lindsay C. Rupp, Rob S. MacLeod
2021	—	`conf`	Uncertainty Quantification in Simulations of Myocardial Ischemia. CinC Jake A. Bergquist, Brian Zenger, Lindsay C. Rupp, Akil Narayan, Jess D. Tate, Rob S. MacLeod
2021	—	`conf`	Uncertainty Quantification of the Effects of Segmentation Variability in ECGI. FIMH Jess D. Tate, Wilson W. Good, Nejib Zemzemi, Machteld J. Boonstra, Peter M. van Dam, Dana H. Brooks, Akil Narayan, Rob S. MacLeod
2020	J	`jnl`	Characterizing the transient electrocardiographic signature of ischemic stress using Laplacian Eigenmaps for dimensionality reduction. Comput. Biol. Medicine Wilson W. Good, Burak Erem, Brian Zenger, Jaume Coll-Font, Jake A. Bergquist, Dana H. Brooks, Rob S. MacLeod
2020	—	`conf`	Deep Learning Based Prediction of Atrial Fibrillation Disease Progression with Endocardial Electrograms in a Canine Model. CinC Bram Hunt, Eugene Kwan, Mark McMillan, Derek J. Dosdall, Rob S. MacLeod, Ravi Ranjan
2020	—	`conf`	Effect of Myocardial Fiber Direction on Epicardial Activation Patterns. CinC Lindsay C. Rupp, Wilson W. Good, Jake A. Bergquist, Brian Zenger, Karli Gillette, Gernot Plank, Rob S. MacLeod
2020	—	`conf`	Experimental Validation of a Novel Extracellular-Based Source Representation of Acute Myocardial Ischemia. CinC Brian Zenger, Jake A. Bergquist, Wilson W. Good, Lindsay C. Rupp, Rob S. MacLeod
2020	—	`conf`	High-Capacity Cardiac Signal Acquisition System for Flexible, Simultaneous, Multidomain Acquisition. CinC Brian Zenger, Jake A. Bergquist, Wilson W. Good, Bruce Steadman, Rob S. MacLeod
2020	—	`conf`	Improving Localization of Cardiac Geometry Using ECGI. CinC Jake A. Bergquist, Jaume Coll-Font, Brian Zenger, Lindsay C. Rupp, Wilson W. Good, Dana H. Brooks, Rob S. MacLeod
2020	—	`conf`	Novel Experimental Preparation to Assess Electrocardiographic Imaging Reconstruction Techniques. CinC Jake A. Bergquist, Brian Zenger, Wilson W. Good, Lindsay C. Rupp, Laura R. Bear, Rob S. MacLeod
2020	—	`conf`	Quantifying the Spatiotemporal Influence of Acute Myocardial Ischemia on Volumetric Conduction Speeds. CinC Wilson W. Good, Brian Zenger, Jake A. Berzuuist, Lindsay C. Rupp, Karli Gillette, Gernot Plank, Rob S. MacLeod
2020	—	`conf`	Right Ventricular Shape Distortion in Tricuspid Regurgitation. CinC 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
2020	—	`conf`	Shape Analysis of Segmentation Variability. CinC Jess D. Tate, Nejib Zemzemi, Wilson W. Good, Peter M. van Dam, Dana H. Brooks, Rob S. MacLeod
2020	—	`conf`	Using UncertainSCI to Quantify Uncertainty in Cardiac Simulations. CinC Lindsay C. Rupp, Zexin Liu, Jake A. Bergquist, Sumientra Rampersad, Dan White, Jess D. Tate, Dana H. Brooks, Akil Narayan, Rob S. MacLeod
2019	—	`conf`	A Unified Pipeline for ECG Imaging Testing. CinC Jess D. Tate, Eelco van Dam, Wilson Good, Jake Bergquist, Peter M. van Dam, Rob S. MacLeod
2019	—	`conf`	Experimental Validation of Image-Based Modeling of Torso Surface Potentials During Acute Myocardial Ischemia. CinC Brian Zenger, Jake A. Bergquist, Wilson W. Good, Brett M. Burton, Jess D. Tate, Rob S. MacLeod
2019	J	`jnl`	Fully Automatic Left Atrium Segmentation From Late Gadolinium Enhanced Magnetic Resonance Imaging Using a Dual Fully Convolutional Neural Network. IEEE Trans. Medical Imaging Zhaohan Xiong, Vadim V. Fedorov, Xiaohang Fu, Elizabeth Cheng, Rob S. MacLeod, Jichao Zhao
2019	—	`conf`	Optimizing the Reconstruction of Cardiac Potentials Using a Novel High Resolution Pericardiac Cage. CinC Jake A. Bergquist, Wilson W. Good, Brian Zenger, Jess D. Tate, Rob S. MacLeod
2019	—	`conf`	Regions of High Dominant Frequency in Chronic Atrial Fibrillation Anchored to Areas of Atrial Fibrosis. CinC Nathan Angel, Eugene G. Kholmovski, Elyar Ghafoori, Derek J. Dosdall, Rob S. MacLeod, Ravi Ranjan
2019	—	`conf`	Validation of Intramural Wavefront Reconstruction and Estimation of 3D Conduction Velocity. CinC Wilson W. Good, Karli K. Gillette, Jake A. Bergquist, Brian Zenger, Jess D. Tate, Lindsay C. Rupp, Devan Anderson, Gernot Plank, Rob S. MacLeod
2018	—	`conf`	Effect of Segmentation Variation on ECG Imaging. CinC Jess D. Tate, Nejib Zemzemi, Wilson Good, Peter M. van Dam, Dana H. Brooks, Rob S. MacLeod
2018	—	`conf`	Effects of ECG Signal Processing on the Inverse Problem of Electrocardiography. CinC 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
2018	—	`conf`	Electrocardiographic Comparison of Dobutamine and Bruce Cardiac Stress Testing With High Resolution Mapping in Experimental Models. CinC Brian Zenger, Wilson Good, Rob S. MacLeod, Jess D. Tate, Vikas Sharma, Jake Bergquist
2018	J	`jnl`	Measuring defibrillator surface potentials: The validation of a predictive defibrillation computer model. Comput. Biol. Medicine Jess D. Tate, Jeroen G. Stinstra, Thomas Pilcher, Ahrash Poursaid, Matthew A. Jolley, Elizabeth Saarel, John K. Triedman, Rob S. MacLeod
2018	—	`conf`	Novel Metric Using Laplacian Eigenmaps to Evaluate Ischemic Stress on the Torso Surface. CinC Wilson Good, Burak Erem, Jaume Coll-Font, Brian Zenger, Dana H. Brooks, Rob S. MacLeod, Milan Horacek
2018	J	`jnl`	PFEIFER: Preprocessing Framework for Electrograms Intermittently Fiducialized from Experimental Recordings. J. Open Source Softw. Anton Rodenhauser, Wilson Good, Brian Zenger, Jess D. Tate, Kedar Aras, Brett M. Burton, Rob S. MacLeod
2017	—	`conf`	Analyzing Source Sampling to Reduce Error in ECG Forward Simulations. CinC Jess D. Tate, Karli Gillette, Brett M. Burton, Wilson Good, Jaume Coll-Font, Dana H. Brooks, Rob S. MacLeod
2017	—	`conf`	Detecting Ischemic Stress to the Myocardium Using Laplacian Eigenmaps and Changes to Conduction Velocity. CinC Wilson Good, Burak Erem, Jaume Coll-Font, Dana H. Brooks, Rob S. MacLeod
2017	—	`conf`	Overcoming Barriers to Quantification and Comparison of Electrocardiographic Imaging Methods: a Community-Based Approach. CinC Jwala Dhamala, Jaume Coll-Font, Jess D. Tate, María de la Salud Guillem Sánchez, Dana H. Brooks, Linwei Wang, Rob S. MacLeod, Sandesh Ghimire
2016	—	`conf`	Evaluation of numerical techniques for solving the current injection problem in biological tissues. ISBI Damon E. Hyde, Moritz Dannhauer, Simon K. Warfield, Rob S. MacLeod, Dana H. Brooks
2016	—	`conf`	Novel Biomarker for Evaluating Ischemic Stress Using an Electrogram Derived Phase Space. CinC Wilson Good, Burak Erem, Jaume Coll-Font, Dana H. Brooks, Rob S. MacLeod
2016	—	`conf`	Temporal Dilation of Animal Cardiac Recordings Registered to Human Torso Geometries. CinC Karli Gillette, Jess D. Tate, Brianna Kindall, Wilson Good, Jeff Wilkinson, Narendra Simha, Rob S. MacLeod
2016	—	`conf`	The Consortium on Electrocardiographic Imaging. CinC 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
2016	—	`conf`	The Role of Reduced Left Ventricular, Systolic Blood Volumes in ST Segment Potentials Overlying Diseased Tissue of the Ischemic Heart. CinC Brett M. Burton, Kedar Aras, Jess D. Tate, Wilson Good, Rob S. MacLeod
2015	J	`jnl`	A Kalman Filtering Perspective for Multiatlas Segmentation. SIAM J. Imaging Sci. Yi Gao, LiangJia Zhu, Joshua Cates, Rob S. MacLeod, Sylvain Bouix, Allen R. Tannenbaum
2015	—	`conf`	Generation of Combined-Modality Tetrahedral Meshes. CinC Karli Gillette, Jess D. Tate, Brianna Kindall, Peter M. van Dam, Eugene G. Kholmovski, Rob S. MacLeod
2014	—	`conf`	A Practical Algorithm for Improving Localization and Quantification of Left Ventricular Scar. CinC 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
2014	—	`conf`	Controlled Activation for Interrogation of the Electrophysiological Substrate. CinC Joshua J. E. Blauer, Frederick T. Han, Ravi Ranjan, Nassir Marrouche, Rob S. MacLeod
2014	—	`conf`	New Additions to the Toolkit for Forward/Inverse Problems in Electrocardiography within the SCIRun Problem Solving Environment. CinC 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
2014	—	`conf`	Verification of a Defibrillation Simulation Using Internal Electric Fields in a Human Shaped Phantom. CinC Jess D. Tate, Thomas Pilcher, Kedar Aras, Brett M. Burton, Rob S. MacLeod
2013	—	`conf`	A point-correspondence approach to describing the distribution of image features on anatomical surfaces, with application to atrial fibrillation. ISBI Gregory Gardner, Alan Morris, Koji Higuchi, Rob S. MacLeod, Joshua Cates
2013	—	`conf`	Uncertainty Visualization in Forward and Inverse Cardiac Models. CinC Brett M. Burton, Burak Erem, Kristin Potter, Paul Rosen, Chris R. Johnson, Dana H. Brooks, Rob S. MacLeod
2012	—	`conf`	Impacts of Boundary Conforming Meshes on Electrical Cardiac Simulation. IMR Darrell J. Swenson, Joshua A. Levine, Jess D. Tate, Ross T. Whitaker, Rob S. MacLeod
2012	—	`conf`	Subject specific, image based analysis and modeling in patients with atrial fibrillation from MRI. ISBI Rob S. MacLeod, Joshua Blauer, Eugene G. Kholmovski, Ravi Ranjan, Nassir Marrouche, Natalia A. Trayanova, Kathleen McDowell, Gernot Plank
2011	—	`conf`	An optimization framework for inversely estimating myocardial transmembrane potentials and localizing ischemia. EMBC Dafang Wang, Robert M. Kirby, Rob S. MacLeod, Chris R. Johnson
2011	—	`conf`	Measuring defibrillator surface potentials for simulation verification. EMBC Jess D. Tate, Jeroen G. Stinstra, Thomas Pilcher, Ahrash Poursaid, Elizabeth Saarel, Rob S. MacLeod
2011	—	`conf`	Spatiotemporal estimation of activation times of fractionated ECGs on complex heart surfaces. EMBC Burak Erem, Dana H. Brooks, Peter M. van Dam, Jeroen G. Stinstra, Rob S. MacLeod
2008	—	`ch.`	Visual Analysis of Bioelectric Fields. Visualization in Medicine and Life Sciences Xavier Tricoche, Rob S. MacLeod, Chris R. Johnson
2001	—	`conf`	Feature Extraction From Point Clouds. IMR Stefan Gumhold, Xinlong Wang, Rob S. MacLeod
1997	J	`jnl`	Electrical imaging of the heart. IEEE Signal Process. Mag. Dana H. Brooks, Rob S. MacLeod