UncertainSCI: Uncertainty quantification for computational models in biomedicine and bioengineering. - Narayan, Akil; Liu, Zexin; Bergquist, Jake A.; Charlebois, Chantel; Rampersad, Sumientra; Rupp, Lindsay C.; Brooks, Dana H.; White, Dan; Tate, Jess D.; MacLeod, Rob S. (Comput. Biol. Medicine, 2023)

UncertainSCI: A Python Package for Noninvasive Parametric Uncertainty Quantification of Simulation Pipelines. - Tate, Jess D.; Liu, Zexin; Bergquist, Jake A.; Rampersad, Sumientra; White, Dan; Charlebois, Chantel; Rupp, Lindsay C.; Brooks, Dana H.; MacLeod, Rob S.; Narayan, Akil (J. Open Source Softw., 2023)

Improving Generalization by Learning Geometry-Dependent and Physics-Based Reconstruction of Image Sequences. - Jiang, Xiajun; Toloubidokhti, Maryam; Bergquist, Jake; Zenger, Brian; Good, Wilson W.; MacLeod, Rob S.; Wang, Linwei (IEEE Trans. Medical Imaging, 2023)

Uncertainty Quantification of the Effect of Variable Conductivity in Ventricular Fibrotic Regions on Ventricular Tachycardia. - Bergquist, Jake A.; Lange, Matthias; Zenger, Brian; Orkild, Benjamin A.; Paccione, Eric; Kwan, Eugene; Hunt, Bram; Dong, Jiawei; MacLeod, Rob S.; Narayan, Akil; Ranjan, Ravi (2023)

Comparison of Machine Learning Detection of Low Left Ventricular Ejection Fraction Using Individual ECG Leads. - Bergquist, Jake A.; Zenger, Brian; Brundage, James N.; MacLeod, Rob S.; Shah, Rashmee; Ye, Xiangyang; Lyones, Ann; Ranjan, Ravi; Tasdizen, Tolga; Bunch, T. Jared; Steinberg, Benjamin (2023)

Capturing the Influence of Conduction Velocity on Epicardial Activation Patterns Using Uncertainty Quantification. - Busatto, Anna; Rupp, Lindsay C.; Gillette, Karli; Narayan, Akil; Plank, Gernot; MacLeod, Rob S. (2023)

Transfer Learning for Improved Classification of Drivers in Atrial Fibrillation. - Hunt, Bram; Kwan, Eugene; Tasdizen, Tolga; Bergquist, Jake; Lange, Matthias; Orkild, Benjamin A.; MacLeod, Robert S.; Dosdall, Derek J.; Ranjan, Ravi (2023)

A Grid Search of Fibrosis Thresholds for Uncertainty Quantification in Atrial Flutter Simulations. - Orkild, Benjamin A.; Bergquist, Jake A.; Paccione, Eric; Lange, Matthias; Kwan, Eugene; Hunt, Bram; MacLeod, Rob S.; Narayan, Akil; Ranjan, Ravi (2023)

Effects of Biventricular Pacing Locations on Anti-Tachycardia Pacing Success in a Patient-Specific Model. - Paccione, Eric; Lange, Matthias; Orkild, Benjamin A.; Bergquist, Jake A.; Kwan, Eugene; Hunt, Bram; Dosdall, Derek J.; MacLeod, Robert S.; Ranjan, Ravi (2023)

Uncertainty Quantification of Fiber Orientation and Epicardial Activation. - Rupp, Lindsay C.; Busatto, Anna; Bergquist, Jake A.; Gillette, Karli; Narayan, Akil; Plank, Gernot; MacLeod, Rob S. (2023)

Reconstruction of cardiac position using body surface potentials. - Bergquist, Jake A.; Coll-Font, Jaume; Zenger, Brian; Rupp, Lindsay C.; Good, Wilson W.; Brooks, Dana H.; MacLeod, Rob S. (Comput. Biol. Medicine, 2022)

Reducing Line-of-Block Artifacts in Cardiac Activation Maps Estimated Using ECG Imaging: A Comparison of Source Models and Estimation Methods. - Schuler, Steffen; Schaufelberger, Matthias; Bear, Laura R.; Bergquist, Jake A.; Cluitmans, Matthijs J. M.; Coll-Font, Jaume; Onak, Önder Nazim; Zenger, Brian; Loewe, Axel; MacLeod, Rob S.; Brooks, Dana H.; Dössel, Olaf (IEEE Trans. Biomed. Eng., 2022)

Heart Position Uncertainty Quantification in the Inverse Problem of ECGI. - Bergquist, Jake A.; Rupp, Lindsay C.; Busatto, Anna; Orkild, Ben; Zenger, Brian; Good, Wilson; Coll-Font, Jaume; Narayan, Akil; Tate, Jess D.; Brooks, Dana H.; MacLeod, Rob S. (2022)

Unexpected Errors in the Electrocardiographic Forward Problem. - Busatto, Anna; Bergquist, Jake A.; Rupp, Lindsay C.; Zenger, Brian; MacLeod, Rob S. (2022)

Effect of Segmentation Uncertainty on the ECGI Inverse Problem Solution and Source Localization. - Gassa, Narimane; Boonstra, Machteld J.; Ondrusova, Beata; Svehlíková, Jana; Brooks, Dana H.; Narayan, Akil; Rababah, Ali S.; Dam, Peter M. van; MacLeod, Rob S.; Tate, Jess D.; Zemzemi, Nejib (2022)

Uncertainty Quantification of Cardiac Position on Deep Graph Network ECGI. - Jiang, Xiajun; Tate, Jess D.; Bergquist, Jake; Narayan, Akil; MacLeod, Rob S.; Wang, Linwei (2022)

The Effect of Segmentation Variability in Forward ECG Simulation. - Ondrusova, Beata; Boonstra, Machteld J.; Svehlíková, Jana; Brooks, Dana H.; Dam, Peter M. van; Rababah, Ali S.; Narayan, Akil; MacLeod, Rob S.; Zemzemi, Nejib; Tate, Jess D. (2022)

A Sliding Window Approach to Regularization in Electrocardiographic Imaging. - Orkild, Benjamin A.; Bergquist, Jake A.; Rupp, Lindsay C.; Busatto, Anna; Zenger, Brian; Good, Wilson W.; Coll-Font, Jaume; MacLeod, Rob S. (2022)

Unipolar R:S Development in Chronic Atrial Fibrillation. - Paccione, Eric; Hunt, Bram; Kwan, Eugene; Dosdall, Derek J.; MacLeod, Rob S.; Ranjan, Ravi (2022)

The Role of Beta-1 Receptors in the Response to Myocardial Ischemia. - Rupp, Lindsay C.; Zenger, Brian; Bergquist, Jake A.; Busatto, Anna; MacLeod, Rob S. (2022)

Segmentation Uncertainty Quantification in Cardiac Propagation Models. - Tate, Jess D.; Zemzemi, Nejib; Elhabian, Shireen Y.; Ondrusová, Beáta; Boonstra, Machteld J.; Dam, Peter M. van; Narayan, Akil; Brooks, Dana H.; MacLeod, Rob S. (2022)

Few-Shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-learning. - Jiang, Xiajun; Li, Zhiyuan; Missel, Ryan; Zaman, Md Shakil; Zenger, Brian; Good, Wilson W.; MacLeod, Rob S.; Sapp, John L.; Wang, Linwei (2022)

Interpretable Modeling and Reduction of Unknown Errors in Mechanistic Operators. - Toloubidokhti, Maryam; Kumar, Nilesh; Li, Zhiyuan; Gyawali, Prashnna K.; Zenger, Brian; Good, Wilson W.; MacLeod, Rob S.; Wang, Linwei (2022)

Few-shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-Learning. - Jiang, Xiajun; Li, Zhiyuan; Missel, Ryan; Zaman, Md Shakil; Zenger, Brian; Good, Wilson W.; MacLeod, Rob S.; Sapp, John L.; Wang, Linwei (CoRR, 2022)

Interpretable Modeling and Reduction of Unknown Errors in Mechanistic Operators. - Toloubidokhti, Maryam; Kumar, Nilesh; Li, Zhiyuan; Gyawali, Prashnna K.; Zenger, Brian; Good, Wilson W.; MacLeod, Rob S.; Wang, Linwei (CoRR, 2022)

The electrocardiographic forward problem: A benchmark study. - Bergquist, Jake A.; Good, Wilson W.; Zenger, Brian; Tate, Jess D.; Rupp, Lindsay C.; MacLeod, Rob S. (Comput. Biol. Medicine, 2021)

The effect of interpolating low amplitude leads on the inverse reconstruction of cardiac electrical activity. - Rababah, Ali S.; Bear, Laura R.; Dogrusoz, Yesim Serinagaoglu; Good, Wilson; Bergquist, Jake; Stoks, Job; MacLeod, Rob S.; Rjoob, Khaled; Jennings, Michael; McLaughlin, James; Finlay, Dewar D. (Comput. Biol. Medicine, 2021)

The Impact of Torso Signal Processing on Noninvasive Electrocardiographic Imaging Reconstructions. - Bear, Laura; Dogrusoz, Yesim Serinagaoglu; Good, Wilson; Svehlíková, Jana; Coll-Font, Jaume; Dam, Eelco van; MacLeod, Robert S. (IEEE Trans. Biomed. Eng., 2021)

Estimation and Validation of Cardiac Conduction Velocity and Wavefront Reconstruction Using Epicardial and Volumetric Data. - Good, Wilson W.; Gillette, Karli K.; Zenger, Brian; Bergquist, Jake A.; Rupp, Lindsay C.; Tate, Jess D.; Anderson, Devan; Gsell, Matthias A. F.; Plank, Gernot; MacLeod, Rob S. (IEEE Trans. Biomed. Eng., 2021)

Impact of baseline drift removal on ECG beat classification and alignment. - Bear, Laura R.; Svehlíková, Jana; Bergquist, Jake A.; Good, Wilson W.; Rababah, Ali; Coll-Font, Jaume; MacLeod, Robert S.; Dam, Eelco van; Dubois, Rémi (2021)

Uncertainty Quantification in Simulations of Myocardial Ischemia. - Bergquist, Jake A.; Zenger, Brian; Rupp, Lindsay C.; Narayan, Akil; Tate, Jess D.; MacLeod, Rob S. (2021)

Myocardial Ischemia Detection Using Body Surface Potential Mappings and Machine Learning. - Brundage, James N.; Suliafu, Vai; Bergquist, Jake A.; Zenger, Brian; Rupp, Lindsay C.; Wang, Bao; MacLeod, Rob S. (2021)

Siamese Neural Networks for Small Dataset Classification of Electrograms. - Hunt, Bram; Kwan, Eugene; Dosdall, Derek J.; MacLeod, Rob S.; Ranjan, Ravi (2021)

Computer Simulations Outcomes of Left Atrial Arrhythmia Induction are Highly Sensitive to Scar and Fibrosis Determination. - Lange, Matthias; Kwan, Eugene; MacLeod, Rob S.; Ranjan, Ravi (2021)

The Role of Myocardial Fiber Direction in Epicardial Activation Patterns via Uncertainty Quantification. - Rupp, Lindsay C.; Bergquist, Jake A.; Zenger, Brian; Gillette, Karli; Narayan, Akil; Tate, Jess D.; Plank, Gernot; MacLeod, Rob S. (2021)

A Cardiac Shape Model for Segmentation Uncertainty Quantification. - Tate, Jess D.; Elhabian, Shireen Y.; Zemzemi, Nejib; Good, Wilson W.; Dam, Peter M. van; Brooks, Dana H.; MacLeod, Rob S. (2021)

Deep Adaptive Electrocardiographic Imaging with Generative Forward Model for Error Reduction. - Toloubidokhti, Maryam; Gyawali, Prashnna K.; Gharbia, Omar A.; Jiang, Xiajun; Coll-Font, Jaume; Bergquist, Jake A.; Zenger, Brian; Good, Wilson W.; Brooks, Dana H.; MacLeod, Rob S.; Wang, Linwei (2021)

Simultaneous Multi-heartbeat ECGI Solution with a Time-Varying Forward Model: A Joint Inverse Formulation. - Bergquist, Jake A.; Coll-Font, Jaume; Zenger, Brian; Rupp, Lindsay C.; Good, Wilson W.; Brooks, Dana H.; MacLeod, Rob S. (2021)

Uncertainty Quantification of the Effects of Segmentation Variability in ECGI. - Tate, Jess D.; Good, Wilson W.; Zemzemi, Nejib; Boonstra, Machteld J.; Dam, Peter M. van; Brooks, Dana H.; Narayan, Akil; MacLeod, Rob S. (2021)

Characterizing the transient electrocardiographic signature of ischemic stress using Laplacian Eigenmaps for dimensionality reduction. - Good, Wilson W.; Erem, Burak; Zenger, Brian; Coll-Font, Jaume; Bergquist, Jake A.; Brooks, Dana H.; MacLeod, Rob S. (Comput. Biol. Medicine, 2020)

Identifying locations of re-entrant drivers from patient-specific distribution of fibrosis in the left atrium. - Roy, Aditi; Varela, Marta; Chubb, Henry; MacLeod, Robert S.; Hancox, Jules C.; Schaeffter, Tobias; Aslanidi, Oleg V. (PLoS Comput. Biol., 2020)

Improving Localization of Cardiac Geometry Using ECGI. - Bergquist, Jake A.; Coll-Font, Jaume; Zenger, Brian; Rupp, Lindsay C.; Good, Wilson W.; Brooks, Dana H.; MacLeod, Rob S. (2020)

Novel Experimental Preparation to Assess Electrocardiographic Imaging Reconstruction Techniques. - Bergquist, Jake A.; Zenger, Brian; Good, Wilson W.; Rupp, Lindsay C.; Bear, Laura R.; MacLeod, Rob S. (2020)

Quantifying the Spatiotemporal Influence of Acute Myocardial Ischemia on Volumetric Conduction Speeds. - Good, Wilson W.; Zenger, Brian; Berzuuist, Jake A.; Rupp, Lindsay C.; Gillette, Karli; Plank, Gernot; MacLeod, Rob S. (2020)

Deep Learning Based Prediction of Atrial Fibrillation Disease Progression with Endocardial Electrograms in a Canine Model. - Hunt, Bram; Kwan, Eugene; McMillan, Mark; Dosdall, Derek J.; MacLeod, Rob S.; Ranjan, Ravi (2020)

Right Ventricular Shape Distortion in Tricuspid Regurgitation. - Morgan, Ashley E.; Kashani, Atefeh; Zenger, Brian; Rupp, Lindsay C.; Perez, Maura D.; Foote, Markus D.; Morris, Alan K.; Ratcliffe, Mark B.; Kim, Jiwon J.; Weinsaft, Jonathan W.; Sharma, Vikas; MacLeod, Rob S.; et al. (2020)

Effect of Myocardial Fiber Direction on Epicardial Activation Patterns. - Rupp, Lindsay C.; Good, Wilson W.; Bergquist, Jake A.; Zenger, Brian; Gillette, Karli; Plank, Gernot; MacLeod, Rob S. (2020)

Using UncertainSCI to Quantify Uncertainty in Cardiac Simulations. - Rupp, Lindsay C.; Liu, Zexin; Bergquist, Jake A.; Rampersad, Sumientra; White, Dan; Tate, Jess D.; Brooks, Dana H.; Narayan, Akil; MacLeod, Rob S. (2020)

Shape Analysis of Segmentation Variability. - Tate, Jess D.; Zemzemi, Nejib; Good, Wilson W.; Dam, Peter M. van; Brooks, Dana H.; MacLeod, Rob S. (2020)

Experimental Validation of a Novel Extracellular-Based Source Representation of Acute Myocardial Ischemia. - Zenger, Brian; Bergquist, Jake A.; Good, Wilson W.; Rupp, Lindsay C.; MacLeod, Rob S. (2020)

High-Capacity Cardiac Signal Acquisition System for Flexible, Simultaneous, Multidomain Acquisition. - Zenger, Brian; Bergquist, Jake A.; Good, Wilson W.; Steadman, Bruce; MacLeod, Rob S. (2020)

Fully Automatic Left Atrium Segmentation From Late Gadolinium Enhanced Magnetic Resonance Imaging Using a Dual Fully Convolutional Neural Network. - Xiong, Zhaohan; Fedorov, Vadim V.; Fu, Xiaohang; Cheng, Elizabeth; MacLeod, Rob S.; Zhao, Jichao (IEEE Trans. Medical Imaging, 2019)

Regions of High Dominant Frequency in Chronic Atrial Fibrillation Anchored to Areas of Atrial Fibrosis. - Angel, Nathan; Kholmovski, Eugene G.; Ghafoori, Elyar; Dosdall, Derek J.; MacLeod, Rob S.; Ranjan, Ravi (2019)

Optimizing the Reconstruction of Cardiac Potentials Using a Novel High Resolution Pericardiac Cage. - Bergquist, Jake A.; Good, Wilson W.; Zenger, Brian; Tate, Jess D.; MacLeod, Rob S. (2019)

Effects of Interpolation on the Inverse Problem of Electrocardiography. - Dogrusoz, Yesim Serinagaoglu; Bear, Laura R.; Bergquist, Jake; Dubois, Rémi; Good, Wilson; MacLeod, Robert S.; Rababah, Ali; Stoks, Job (2019)

Validation of Intramural Wavefront Reconstruction and Estimation of 3D Conduction Velocity. - Good, Wilson W.; Gillette, Karli K.; Bergquist, Jake A.; Zenger, Brian; Tate, Jess D.; Rupp, Lindsay C.; Anderson, Devan; Plank, Gernot; MacLeod, Rob S. (2019)

A Unified Pipeline for ECG Imaging Testing. - Tate, Jess D.; Dam, Eelco van; Good, Wilson; Bergquist, Jake; Dam, Peter M. van; MacLeod, Rob S. (2019)

Experimental Validation of Image-Based Modeling of Torso Surface Potentials During Acute Myocardial Ischemia. - Zenger, Brian; Bergquist, Jake A.; Good, Wilson W.; Burton, Brett M.; Tate, Jess D.; MacLeod, Rob S. (2019)

Virtual Catheter Ablation of Target Areas Identified from Image-Based Models of Atrial Fibrillation. - Roy, Aditi; Varela, Marta; Chubb, Henry; MacLeod, Robert S.; Hancox, Jules C.; Schaeffter, Tobias; O'Neill, Mark D.; Aslanidi, Oleg V. (2019)

Spatial Downsampling of Surface Sources in the Forward Problem of Electrocardiography. - Schuler, Steffen; Tate, Jess D.; Oostendorp, Thom F.; MacLeod, Robert S.; Dössel, Olaf (2019)

GRÖMeR: A Pipeline for Geodesic Refinement of Mesh Registration. - Bergquist, Jake A.; Good, Wilson W.; Zenger, Brian; Tate, Jess D.; MacLeod, Robert S. (2019)

Correcting Undersampled Cardiac Sources in Equivalent Double Layer Forward Simulations. - Tate, Jess D.; Schuler, Steffen; Dössel, Olaf; MacLeod, Robert S.; Oostendorp, Thom F. (2019)

Measuring defibrillator surface potentials: The validation of a predictive defibrillation computer model. - Tate, Jess D.; Stinstra, Jeroen G.; Pilcher, Thomas; Poursaid, Ahrash; Jolley, Matthew A.; Saarel, Elizabeth; Triedman, John K.; MacLeod, Rob S. (Comput. Biol. Medicine, 2018)

PFEIFER: Preprocessing Framework for Electrograms Intermittently Fiducialized from Experimental Recordings. - Rodenhauser, Anton; Good, Wilson; Zenger, Brian; Tate, Jess D.; Aras, Kedar; Burton, Brett M.; MacLeod, Rob S. (J. Open Source Softw., 2018)

Computationally optimized ECoG stimulation with local safety constraints. - Guler, Seyhmus; Dannhauer, Moritz; Roig-Solvas, Biel; Gkogkidis, Alexis; MacLeod, Robert S.; Ball, Tonio; Ojemann, Jeffrey G.; Brooks, Dana H. (NeuroImage, 2018)

Effects of ECG Signal Processing on the Inverse Problem of Electrocardiography. - Bear, Laura; Dogrusoz, Yesim Serinagaoglu; Svehlíková, Jana; Coll-Font, Jaume; Good, Wilson; Dam, Eelco van; MacLeod, Rob S.; Abell, Emma; Walton, Richard D.; Coronel, Ruben; Haïssaguerre, Michel; Dubois, Rémi (2018)

Reduction of Effects of Noise on the Inverse Problem of Electrocardiography With Bayesian Estimation. - Dogrusoz, Yesim Serinagaoglu; Bear, Laura; Svehlíková, Jana; Good, Wilson; Coll-Font, Jaume; Dam, Eelco van; Dubois, Rémi; MacLeod, Robert S. (2018)

Novel Metric Using Laplacian Eigenmaps to Evaluate Ischemic Stress on the Torso Surface. - Good, Wilson; Erem, Burak; Coll-Font, Jaume; Zenger, Brian; Brooks, Dana H.; MacLeod, Rob S.; Horacek, Milan (2018)

Effect of Segmentation Variation on ECG Imaging. - Tate, Jess D.; Zemzemi, Nejib; Good, Wilson; Dam, Peter M. van; Brooks, Dana H.; MacLeod, Rob S. (2018)

Electrocardiographic Comparison of Dobutamine and Bruce Cardiac Stress Testing With High Resolution Mapping in Experimental Models. - Zenger, Brian; Good, Wilson; MacLeod, Rob S.; Tate, Jess D.; Sharma, Vikas; Bergquist, Jake (2018)

Overcoming Barriers to Quantification and Comparison of Electrocardiographic Imaging Methods: a Community-Based Approach. - Dhamala, Jwala; Coll-Font, Jaume; Tate, Jess D.; Sánchez, María de la Salud Guillem; Brooks, Dana H.; Wang, Linwei; MacLeod, Rob S.; Ghimire, Sandesh (2017)

Detecting Ischemic Stress to the Myocardium Using Laplacian Eigenmaps and Changes to Conduction Velocity. - Good, Wilson; Erem, Burak; Coll-Font, Jaume; Brooks, Dana H.; MacLeod, Rob S. (2017)

Analyzing Source Sampling to Reduce Error in ECG Forward Simulations. - Tate, Jess D.; Gillette, Karli; Burton, Brett M.; Good, Wilson; Coll-Font, Jaume; Brooks, Dana H.; MacLeod, Rob S. (2017)

The Role of Reduced Left Ventricular, Systolic Blood Volumes in ST Segment Potentials Overlying Diseased Tissue of the Ischemic Heart. - Burton, Brett M.; Aras, Kedar; Tate, Jess D.; Good, Wilson; MacLeod, Rob S. (2016)

The Consortium on Electrocardiographic Imaging. - Coll-Font, Jaume; Brooks, Dana H.; Dam, Peter M. van; Dhamala, Jwala; Dössel, Olaf; Sánchez, María de la Salud Guillem; MacLeod, Rob S.; Potyagaylo, Danila; Schulze, Walther H. W.; Tate, Jess D.; Wang, Linwei (2016)

Temporal Dilation of Animal Cardiac Recordings Registered to Human Torso Geometries. - Gillette, Karli; Tate, Jess D.; Kindall, Brianna; Good, Wilson; Wilkinson, Jeff; Simha, Narendra; MacLeod, Rob S. (2016)

Novel Biomarker for Evaluating Ischemic Stress Using an Electrogram Derived Phase Space. - Good, Wilson; Erem, Burak; Coll-Font, Jaume; Brooks, Dana H.; MacLeod, Rob S. (2016)

Optimizing stimulus patterns for dense array TDCS with fewer sources than electrodes using a branch and bound algorithm. - Guler, Seyhmus; Dannhauer, Moritz; Erem, Burak; MacLeod, Robert S.; Tucker, Don M.; Turovets, Sergei; Luu, Phan; Meleis, Waleed; Brooks, Dana H. (2016)

Evaluation of numerical techniques for solving the current injection problem in biological tissues. - Hyde, Damon E.; Dannhauer, Moritz; Warfield, Simon K.; MacLeod, Rob S.; Brooks, Dana H. (2016)

A Kalman Filtering Perspective for Multiatlas Segmentation. - Gao, Yi; Zhu, Liangjia; Cates, Joshua; MacLeod, Rob S.; Bouix, Sylvain; Tannenbaum, Allen R. (SIAM J. Imaging Sci., 2015)

Generation of Combined-Modality Tetrahedral Meshes. - Gillette, Karli; Tate, Jess D.; Kindall, Brianna; Dam, Peter M. van; Kholmovski, Eugene G.; MacLeod, Rob S. (2015)

A Practical Algorithm for Improving Localization and Quantification of Left Ventricular Scar. - Zenger, Brian; Cates, Joshua; Morris, Alan; Kholmovski, Eugene G.; Au, Alexander; Ranjan, Ravi; Akoum, Nazem; McGann, Christopher; Wilson, Brent; Marrouche, Nassir; Han, Frederick T.; MacLeod, Rob S. (2014)

Controlled Activation for Interrogation of the Electrophysiological Substrate. - Blauer, Joshua J. E.; Han, Frederick T.; Ranjan, Ravi; Marrouche, Nassir; MacLeod, Rob S. (2014)

New Additions to the Toolkit for Forward/Inverse Problems in Electrocardiography within the SCIRun Problem Solving Environment. - Coll-Font, Jaume; Burton, Brett M.; Tate, Jess D.; Erem, Burak; Swenson, Darrell J.; Wang, Dafang; Brooks, Dana H.; Dam, Peter M. van; MacLeod, Rob S. (2014)

Verification of a Defibrillation Simulation Using Internal Electric Fields in a Human Shaped Phantom. - Tate, Jess D.; Pilcher, Thomas; Aras, Kedar; Burton, Brett M.; MacLeod, Rob S. (2014)

Inverse electrocardiographic source localization of ischemia: An optimization framework and finite element solution. - Wang, Dafang; Kirby, Robert M.; MacLeod, Robert S.; Johnson, Chris R. (J. Comput. Phys., 2013)

Uncertainty Visualization in Forward and Inverse Cardiac Models. - Burton, Brett M.; Erem, Burak; Potter, Kristin; Rosen, Paul; Johnson, Chris R.; Brooks, Dana H.; MacLeod, Rob S. (2013)

A point-correspondence approach to describing the distribution of image features on anatomical surfaces, with application to atrial fibrillation. - Gardner, Gregory; Morris, Alan; Higuchi, Koji; MacLeod, Rob S.; Cates, Joshua (2013)

Automatic segmentation of the left atrium from MRI images using salient feature and contour evolution. - Zhu, Liangjia; Gao, Yi; Yezzi, Anthony J.; MacLeod, Robert S.; Cates, Joshua; Tannenbaum, Allen R. (2012)

A pipeline for the simulation of transcranial direct current stimulation for realistic human head models using SCIRun/BioMesh3D. - Dannhauer, Moritz; Brooks, Dana H.; Tucker, Don M.; MacLeod, Robert S. (2012)

Impacts of Boundary Conforming Meshes on Electrical Cardiac Simulation. - Swenson, Darrell J.; Levine, Joshua A.; Tate, Jess D.; Whitaker, Ross T.; MacLeod, Rob S. (2012)

Subject specific, image based analysis and modeling in patients with atrial fibrillation from MRI. - MacLeod, Rob S.; Blauer, Joshua; Kholmovski, Eugene G.; Ranjan, Ravi; Marrouche, Nassir; Trayanova, Natalia A.; McDowell, Kathleen; Plank, Gernot (2012)

Automatic classification of scar tissue in late gadolinium enhancement cardiac MRI for the assessment of left-atrial wall injury after radiofrequency ablation. - Perry, Daniel; Morris, Alan; Burgon, Nathan; McGann, Christopher; MacLeod, Robert S.; Cates, Joshua (2012)

Establishing Multiscale Models for Simulating Whole Limb Estimates of Electric Fields for Osseointegrated Implants. - Isaacson, Brad; Stinstra, Jeroen G.; Bloebaum, Roy; Pasquina, Paul F.; MacLeod, Robert S. (IEEE Trans. Biomed. Eng., 2011)

Measuring defibrillator surface potentials for simulation verification. - Tate, Jess D.; Stinstra, Jeroen G.; Pilcher, Thomas; Poursaid, Ahrash; Saarel, Elizabeth; MacLeod, Rob S. (2011)

A toolkit for forward/inverse problems in electrocardiography within the SCIRun problem solving environment. - Burton, Brett M.; Tate, Jess D.; Erem, Burak; Swenson, Darrell J.; Wang, Dafang; Steffen, Michael; Brooks, Dana H.; Dam, Peter M. van; MacLeod, Robert S. (2011)

An optimization framework for inversely estimating myocardial transmembrane potentials and localizing ischemia. - Wang, Dafang; Kirby, Robert M.; MacLeod, Rob S.; Johnson, Chris R. (2011)

Spatiotemporal estimation of activation times of fractionated ECGs on complex heart surfaces. - Erem, Burak; Brooks, Dana H.; Dam, Peter M. van; Stinstra, Jeroen G.; MacLeod, Rob S. (2011)

Segmentation of the endocardial wall of the left atrium using local region-based active contours and statistical shape learning. - Gao, Yi; Gholami, Behnood; MacLeod, Robert S.; Blauer, Joshua; Haddad, Wassim M.; Tannenbaum, Allen R. (2010)

Development of an Electrical Stimulation Device for Osseointegrated Amputees - A Novel Approach for Expediting Skeletal Attachment and Rehabilitation. - Isaacson, Brad; Stinstra, Jeroen G.; MacLeod, Robert S.; Bloebaum, Roy (2009)

Application of Stochastic Finite Element Methods to Study the Sensitivity of ECG Forward Modeling to Organ Conductivity. - Geneser, Sarah E.; Kirby, Robert M.; MacLeod, Robert S. (IEEE Trans. Biomed. Eng., 2008)

Visual Analysis of Bioelectric Fields. - Tricoche, Xavier; MacLeod, Rob S.; Johnson, Chris R. (2008)

Generalized training subset selection for statistical estimation of epicardial activation maps from intravenous catheter measurements. - Yilmaz, Bülent; MacLeod, Robert S. (Comput. Biol. Medicine, 2007)

Methods of Solving Reduced Lead Systems for Inverse Electrocardiography. - Ghodrati, Alireza; Brooks, Dana H.; MacLeod, Robert S. (IEEE Trans. Biomed. Eng., 2007)

Simultaneous High-Resolution Electrical Imaging of Endocardial, Epicardial and Torso-Tank Surfaces Under Varying Cardiac Metabolic Load and Coronary Flow. - Shome, Shibaji; MacLeod, Robert S. (2007)

Open-Source Environment for Interactive Finite Element Modeling of Optimal ICD Electrode Placement. - Jolley, Matthew A.; Stinstra, Jeroen G.; Weinstein, David M.; Pieper, Steve; Estépar, Raúl San José; Kindlmann, Gordon L.; MacLeod, Robert S.; Brooks, Dana H.; Triedman, John K. (2007)

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. - Wolters, Carsten H.; Anwander, Alfred; Tricoche, Xavier; Weinstein, David M.; Koch, Martin A.; MacLeod, Robert S. (NeuroImage, 2006)

Wavefront-based models for inverse electrocardiography. - Ghodrati, Alireza; Brooks, Dana H.; Tadmor, Gilead; MacLeod, Robert S. (IEEE Trans. Biomed. Eng., 2006)

Improved Performance of Bayesian Solutions for Inverse Electrocardiography Using Multiple Information Sources. - Serinagaoglu, Yesim; Brooks, Dana H.; MacLeod, Robert S. (IEEE Trans. Biomed. Eng., 2006)

A wavefront-based constraint for potential surface solutions in inverse electrocardiography. - Ghodrati, Alireza; Keely, Andrew; Tadmor, Gilead; MacLeod, Robert S.; Brooks, Dana H. (2006)

Image Based Modeling of Defibrillation in Children. - Jolley, Matthew A.; Triedman, John K.; Westin, Carl-Fredrik; Weinstein, David M.; MacLeod, Robert S.; Brooks, Dana H. (2006)

Instance Selection for Estimation of Epicardial Activation Sequence from Venous Catheter Measurements. - Yilmaz, Bülent; MacLeod, Robert S. (2006)

Level sets and shape models for segmentation of cardiac perfusion MRI. - Lorenzo, Lucas; MacLeod, Robert S.; Whitaker, Ross T.; Adluru, Ganesh; DiBella, Edward V. R. (2006)

Modelling passive cardiac conductivity during ischaemia. - Stinstra, Jeroen G.; Shome, Shibaji; Hopenfeld, B.; MacLeod, Robert S. (Medical Biol. Eng. Comput., 2005)

Bayesian solutions and performance analysis in bioelectric inverse problems. - Serinagaoglu, Yesim; Brooks, Dana H.; MacLeod, Robert S. (IEEE Trans. Biomed. Eng., 2005)

Venous catheter based mapping of ectopic epicardial activation: training data set selection for statistical estimation. - Yilmaz, Bülent; MacLeod, Robert S.; Punske, Bonnie B.; Taccardi, Bruno; Brooks, Dana H. (IEEE Trans. Biomed. Eng., 2005)

A Method to Reconstruct Activation Wavefronts Without Isotropy Assumptions Using a Level Sets Approach. - Calderero, Felipe; Ghodrati, Alireza; Brooks, Dana H.; Tadmor, Gilead; MacLeod, Robert S. (2005)

Biomedical computing and visualization software environments. - Johnson, Christopher R.; MacLeod, Robert S.; Parker, Steven G.; Weinstein, David M. (Commun. ACM, 2004)

SCIRun/BioPSE: Integrated Problem Solving Environment for Bioelectric Field Problems and Visualization. - MacLeod, Robert S.; Weinstein, David M.; Germain, J. Davison de St.; Johnson, Christopher R.; Parker, Steven G.; Brooks, Dana H. (2004)

A Bayesian approach to inclusion and performance analysis of using extra information in bioelectric inverse problems. - Serinagaoglu, Yesim; Brooks, Dana H.; MacLeod, Robert S. (2003)

Feature Extraction From Point Clouds. - Gumhold, Stefan; Wang, Xinlong; MacLeod, Rob S. (2001)

Inverse electrocardiography by simultaneous imposition of multiple constraints. - Brooks, Dana H.; Ahmad, Ghandi F.; MacLeod, Robert S.; Maratos, George M. (IEEE Trans. Biomed. Eng., 1999)

Electrical imaging of the heart. - Brooks, Dana H.; MacLeod, Rob S. (IEEE Signal Process. Mag., 1997)

The effects of inhomogeneities and anisotropies on electrocardiographic fields: a 3-D finite-element study. - Klepfer, Ruth Nicholson; Johnson, Christopher R.; MacLeod, Robert S. (IEEE Trans. Biomed. Eng., 1997)

Best basis segmentation of ECG signals using novel optimality criteria. - Brooks, Dana H.; Krim, Hamid; Pesquet, Jean-Christophe; MacLeod, Robert S. (1996)

Imaging the Electrical Activity of the Heart: Direct and Inverse Approaches. - Brooks, Dana H.; MacLeod, Robert S. (1994)

Visualization blackboard-visualizing bioelectric fields. - MacLeod, Robert S.; Johnson, Christopher R.; Matheson, Michael A. (IEEE Computer Graphics and Applications, 1993)

Computational Medicine: Bioelectric Field Problems. - Johnson, Christopher R.; MacLeod, Robert S.; Matheson, Michael A. (Computer, 1993)

Visualization tools for computational electrocardiology (Proceedings Only). - MacLeod, Robert S.; Johnson, Christopher R.; Matheson, Mike A. (1992)

Visualization of Cardiac Bioelectricty - A Case Study. - MacLeod, Robert S.; Harrison, N. E.; Johnson, Christopher R.; Matheson, Michael A. (1992)