Rob 2023
  • Deputy Director, SCI Institute, SCI Institute
  • Professor, Biomedical Engineering
  • Vice Chair in Bioengineering, Biomedical Engineering
  • Adjunct Professor, Internal Medicine
801-585-7596

Publications

  • J. Bergquist & M. Lange, B. Zenger, B. Orkild, E. Paccione, E. Kwan, B. Hunt, J. Dong, R.S. MacLeod, A. Narayan, and R. Ranjan (2023). Uncertainty Quantification of the Effect of Variable Conductivity in Ventricular Fibrotic Regions on Ventricular Tachycardia. Computing in Cardiology. Vol. 50, 1-4. Published, 12/13/2023.
  • J. Bergquist, & B. Zenger, J. Brundage, R.S. MacLeod R. Shah, X. Ye, A. Lyones, R. Ranjan, T. Tasdizen, T. Bunch, and B. Steinberg (2023). Comparison of Machine Learning Detection of Low Left Ventricular Ejection Fraction Using Individual ECG Leads. Computing in Cardiology. Vol. 50, 1-4. Published, 12/13/2023.
  • A. Busatto & L. Rupp, K. Gillette, A. Narayan, G. Plank, and R.S. MacLeod. (2023). Capturing the Influence of Conduction Velocity on Epicardial Activation Patterns Using Uncertainty Quantification. Computing in Cardiology. Vol. 50, 1-4. Published, 12/13/2023.
  • L. Rupp & A. Busatto, J. Bergquist, K. Gillette, A. Narayan, G. Plank, and R.S. MacLeod. (2023). Uncertainty Quantification of Fiber Orientation and Epicardial Activation. Computing in Cardiology. Vol. 50, 1-4. Published, 12/13/2023.
  • B. Hunt & E. Kwan, T. Tasdizen, J. Bergquist and M. Lange, B. Orkild, R.S. MacLeod, D. Dosdall, and R. Ranjan (2023). Transfer Learning for Improved Classification of Drivers in Atrial Fibrillation. Computing in Cardiology. Vol. 50, 1-4. Published, 12/13/2023.
  • B. Orkild & J. Bergquist, E. Paccione, M. Lange and E. Kwan, B. Hunt, R.S. MacLeod, A. Narayan, and R. Ranjan. (2023). A Grid Search of Fibrosis Thresholds for Uncertainty Quantifica- tion in Atrial Flutter Simulations. Computing in Cardiology. Vol. 50, 1-4. Published, 12/13/2023.
  • E. Paccione & M. Lange, B. Orkild, J. Bergquist and E. Kwan, B. Hunt, D. Dosdall, R.S. MacLeod, and R. Ranjan (2023). Effects of Biventricular Pacing Locations on Anti-Tachycardia Pacing Success in a Patient-Specific Model. Computing in Cardiology. Vol. 50, 1-4. Published, 12/13/2023.
  • Jiang X, Toloubidokhti M & Bergquist J (2023). Improving Generalization by Learning Geometry-Dependent and Physics-Based Reconstruction of Image Sequences. IEEE transactions on medical imaging. Vol. 42, 403415403-415. Published, 04/01/2023.
  • Narayan A, Liu Z, Bergquist JA, Charlebois C & Rampersad S (2023). UncertainSCI: Uncertainty quantification for computational models in biomedicine and bioengineering. Computers in biology and medicine. Vol. 152, 106407106407. Published, 01/01/2023.
  • Kamali R, Gillete K, Tate J & Abhyankar DA (2023). Treatment Planning for Atrial Fibrillation Using Patient-Specific Models Showing the Importance of Fibrillatory-Areas. Annals of biomedical engineering. Vol. 51, 329342329-342. Published, 01/01/2023.
  • Ishidoya Y, Kwan E, Dosdall DJ & Macleod RS (2022). Short-term natural course of esophageal thermal injury after ablation for atrial fibrillation. Journal of cardiovascular electrophysiology. Vol. 33, 145014591450-1459. Published, 07/01/2022.
  • Ishidoya Y, Kwan E, Dosdall DJ & Macleod RS (2022). Shorter distance between the esophagus and the left atrium is associated with higher rates of esophageal thermal injury after radiofrequency ablation. Journal of cardiovascular electrophysiology. Vol. 33, 146014711460-1471. Published, 07/01/2022.
  • S. Al-Zaiti, R.S. MacLeod, P. Van Dam, S.W. Smith & Y. Birnbaum (2022). Emerging ECG methods for acute coronary syndrome detection: Recommendations & future opportunities. Elsevier. Vol. 74, 65-72. Published, 06/01/2022.
  • Schuler S, Schaufelberger M, Bear LR, Bergquist JA, Cluitmans MJM & Coll-Font J (2022). Reducing Line-of-Block Artifacts in Cardiac Activation Maps Estimated Using ECG Imaging: A Comparison of Source Models and Estimation Methods. IEEE transactions on bio-medical engineering. Vol. 69, 204120522041-2052. Published, 05/01/2022.
  • Bergquist JA, Coll-Font J & Zenger B (2022). Reconstruction of cardiac position using body surface potentials. Computers in biology and medicine. Vol. 142, 105174105174. Published, 03/01/2022.
  • Kamali R, Gillete K, Tate J & Abhyankar DA (2022). Treatment Planning for Atrial Fibrillation Using Patient-Specific Models Showing the Importance of Fibrillatory-Areas. Annals of biomedical engineering. Vol. 51, 329342329-342. Published, 01/01/2022.
  • W.W. Good, B.W. Zenger, J.A. Bergquist, L.C. Rupp, K.K. Gillette, N. Angel, D. Chou, G. Plank & R.S. MacLeod. (2021). Combining endocardial mapping and electrocardiographic imaging (ECGI) for improving PVC localization: A feasibility study. J Electrocardiol. Vol. 69S, 51-54. Published, 11/16/2021.
  • W.W. Good, K.K. Gillette , B.W. Zenger, J.A. Bergquist, L.C. Rupp, J.D. Tate, D. Anderson, M. Gsell,, G. Plank & R.S. MacLeod (2021). Estimation and Validation of Cardiac Conduction Velocity and Wavefront Reconstruction Using Epicardial and Volumetric Data. IEEE Tran. Biomed. Eng. Vol. 68, 3290-3300. Published, 11/01/2021.
  • J.A. Bergquist (2021). The elec- trocardiographic forward problem: A benchmark study. Comput Biol Med. 134. Published, 07/13/2021.
  • R. Kamali, J. Kump, E. Ghafoori, M. Lange, H. Nan, T.J. Bunch, D.J. Dosdall, R.S. MacLeod & R. Ranjan (2021). Area Available for Atrial Fibrillation to Propagate is an Important Determinant of Recurrence after Ablation. JACC Clin. EP. Vol. 7, 896-908. Published, 07/07/2021.
  • L.R. Bear, Y. Serinagaoglu Dogrusoz, W.G. Good, J. Svehlikova, J. Coll-Font, E. van Dam & R.S. MacLeod (2021). The Impact of Torso Signal Processing on Noninvasive Electrocardio- graphic Imaging Reconstructions. IEEE Tran. Biomed. Eng. Vol. 68, 436-447. Published, 07/07/2021.
  • Tate JD, Pilcher TA, Aras KK, Burton BM & MacLeod RS (2021). Validating defibrillation simulation in a human-shaped phantom. Heart rhythm. Vol. 17, 661-668. Published, 01/01/2021.
  • Yamashita K, Kwan E, Kamali R, Ghafoori E, Steinberg BA, MacLeod RS, Dosdall DJ & Ranjan R (2020). Blanking period after radiofrequency ablation for atrial fibrillation guided by ablation lesion maturation based on serial MR imaging. Journal of cardiovascular electrophysiology. Vol. 31, 450-456. Published, 11/01/2020.
  • Yamashita K, Kamali R, Kwan E, MacLeod RS, Dosdall DJ & Ranjan R (2020). Effective Ablation Settings That Predict Chronic Scar After Left Atrial Ablation. JACC. Clinical electrophysiology. Vol. 6, 143-152. Published, 11/01/2020.
  • Dogrusoz YS, Bear LR, Bergquist J, Dubois R, Good W, MacLeod RS, Rababah A & Stoks J (2020). Effects of Interpolation on the Inverse Problem of Electrocardiography. Computing in cardiology. Vol. 46. Published, 09/01/2020.
  • Good WW, Gillette KK, Bergquist JA, Zenger B, Tate J, Rupp LC, Anderson D, Plank G & MacLeod RS (2020). Validation of Intramural Wavefront Reconstruction and Estimation of 3D Conduction Velocity. Computing in cardiology. Vol. 46. Published, 09/01/2020.
  • Bergquist JA, Good WW, Zenger B, Tate JD & MacLeod RS (2020). Optimizing the Reconstruction of Cardiac Potentials Using a Novel High Resolution Pericardiac Cage. Computing in cardiology. Vol. 46. Published, 09/01/2020.
  • Zenger B, Bergquist JA, Good WW, Burton BM, Tate JD & MacLeod RS (2020). Experimental Validation of Image-Based Modeling of Torso Surface Potentials During Acute Myocardial Ischemia. Computing in cardiology. Vol. 46. Published, 09/01/2020.
  • Swenson DJ, Taepke RT, Blauer JJE, Kwan E, Ghafoori E, Plank G, Vigmond E, MacLeod RS, DeGroot P & Ranjan R (2020). Direct comparison of a novel antitachycardia pacing algorithm against present methods using virtual patient modeling. Heart rhythm. Vol. 17, 1602-1608. Published, 09/01/2020.
  • Angel N, Kholmovski EG, Ghafoori E, Dosdall DJ, MacLeod RS & Ranjan R (2020). Regions of High Dominant Frequency in Chronic Atrial Fibrillation Anchored to Areas of Atrial Fibrosis. Computing in cardiology. Vol. 46. Published, 09/01/2020.
  • Yamashita K, Kwan E, Kamali R, Ghafoori E, Steinberg BA, MacLeod RS, Dosdall DJ & Ranjan R (2020). Blanking period after radiofrequency ablation for atrial fibrillation guided by ablation lesion maturation based on serial MR imaging. Journal of cardiovascular electrophysiology. Vol. 31, 450-456. Published, 02/01/2020.
  • Yamashita K, Kwan E, Kamali R, Ghafoori E, Steinberg BA, MacLeod RS, Dosdall DJ & Ranjan R (2020). Blanking period after radiofrequency ablation for atrial fibrillation guided by ablation lesion maturation based on serial MR imaging. Journal of cardiovascular electrophysiology. Vol. 31, 450-456. Published, 02/01/2020.
  • Tate JD, Zemzemi N, Good WW, van Dam P, Brooks DH & MacLeod RS (2020). Effect of Segmentation Variation on ECG Imaging. Computing in cardiology. Vol. 45. Published, 01/01/2020.
  • Tate JD, Zemzemi N, Good WW, van Dam P, Brooks DH & MacLeod RS (2020). Effect of Segmentation Variation on ECG Imaging. Computing in cardiology. Vol. 45. Published, 01/01/2020.
  • Tate JD, Schuler S, Dössel O, MacLeod RS & Oostendorp TF (2019). Correcting Undersampled Cardiac Sources in Equivalent Double Layer Forward Simulations. Functional imaging and modeling of the heart : ... International Workshop, FIMH ..., proceedings. FIMH. Vol. 11504, 147-155. Published, 12/01/2019.
  • Bergquist JA, Good WW, Zenger B, Tate JD & MacLeod RS (2019). GRÖMeR: A Pipeline for Geodesic Refinement of Mesh Registration. Functional imaging and modeling of the heart : ... International Workshop, FIMH ..., proceedings. FIMH. Vol. 11504, 37-45. Published, 12/01/2019.
  • Prakosa A, Arevalo HJ, Deng D, Boyle PM, Nikolov PP, Ashikaga H, Blauer JJE, Ghafoori E, Park CJ, Blake RC, Han FT, MacLeod RS, Halperin HR, Callans DJ, Ranjan R, Chrispin J, Nazarian S & Trayanova NA (2019). Personalized virtual-heart technology for guiding the ablation of infarct-related ventricular tachycardia. Nature biomedical engineering. Vol. 2, 732-740. Published, 12/01/2019.
  • Tate JD, Schuler S, Dössel O, MacLeod RS & Oostendorp TF (2019). Correcting Undersampled Cardiac Sources in Equivalent Double Layer Forward Simulations. Functional imaging and modeling of the heart : ... International Workshop, FIMH ..., proceedings. FIMH. Vol. 11504, 147-155. Published, 12/01/2019.
  • Bergquist JA, Good WW, Zenger B, Tate JD & MacLeod RS (2019). GRÖMeR: A Pipeline for Geodesic Refinement of Mesh Registration. Functional imaging and modeling of the heart : ... International Workshop, FIMH ..., proceedings. FIMH. Vol. 11504, 37-45. Published, 12/01/2019.
  • Prakosa A, Arevalo HJ, Deng D, Boyle PM, Nikolov PP, Ashikaga H, Blauer JJE, Ghafoori E, Park CJ, Blake RC, Han FT, MacLeod RS, Halperin HR, Callans DJ, Ranjan R, Chrispin J, Nazarian S & Trayanova NA (2019). Personalized virtual-heart technology for guiding the ablation of infarct-related ventricular tachycardia. Nature biomedical engineering. Vol. 2, 732-740. Published, 12/01/2019.
  • Ghafoori E, Angel N, Dosdall DJ, MacLeod RS & Ranjan R (2019). Atrial fibrillation observed on surface ECG can be atrial flutter or atrial tachycardia. Journal of electrocardiology. Vol. 51, S67-S71. Published, 10/01/2019.
  • Good WW, Erem B, Zenger B, Coll-Font J, Brooks DH & MacLeod RS (2019). Temporal Performance of Laplacian Eigenmaps and 3D Conduction Velocity in Detecting Ischemic Stress. Journal of electrocardiology. Vol. 51, S116-S120. Published, 10/01/2019.
  • Tate J, Stinstra J, Pilcher T, Poursaid A, Jolley MA, Saarel E, Triedman J & MacLeod RS (2019). Measuring defibrillator surface potentials: The validation of a predictive defibrillation computer model. Computers in biology and medicine. Vol. 102, 402-410. Published, 10/01/2019.
  • Good WW, Erem B, Coll-Font J, Zenger B, Horáček BM, Brooks DH & MacLeod RS (2019). Novel Metric Using Laplacian Eigenmaps to Evaluate Ischemic Stress on the Torso Surface. Computing in cardiology. Vol. 45. Published, 10/01/2019.
  • Zenger B, Good WW, Bergquist J, Tate JD, Sharma V & MacLeod RS (2019). Electrocardiographic Comparison of Dobutamine and BRUCE Cardiac Stress Testing With High Resolution Mapping in Experimental Models. Computing in cardiology. Vol. 45. Published, 10/01/2019.
  • Dogrusoz YS, Bear LR, Svehlikova J, Coll-Font J, Good W, Dubois R, van Dam E & MacLeod RS (2019). Reduction of Effects of Noise on the Inverse Problem of Electrocardiography with Bayesian Estimation. Computing in cardiology. Vol. 45. Published, 10/01/2019.
  • Tate J, Stinstra J, Pilcher T, Poursaid A, Jolley MA, Saarel E, Triedman J & MacLeod RS (2019). Measuring defibrillator surface potentials: The validation of a predictive defibrillation computer model. Computers in biology and medicine. Vol. 102, 402-410. Published, 10/01/2019.
  • Zenger B, Good WW, Bergquist J, Tate JD, Sharma V & MacLeod RS (2019). Electrocardiographic Comparison of Dobutamine and BRUCE Cardiac Stress Testing With High Resolution Mapping in Experimental Models. Computing in cardiology. Vol. 45. Published, 10/01/2019.
  • Good WW, Erem B, Coll-Font J, Zenger B, Horáček BM, Brooks DH & MacLeod RS (2019). Novel Metric Using Laplacian Eigenmaps to Evaluate Ischemic Stress on the Torso Surface. Computing in cardiology. Vol. 45. Published, 10/01/2019.
  • Good WW, Erem B, Zenger B, Coll-Font J, Brooks DH & MacLeod RS (2019). Temporal Performance of Laplacian Eigenmaps and 3D Conduction Velocity in Detecting Ischemic Stress. Journal of electrocardiology. Vol. 51, S116-S120. Published, 10/01/2019.
  • Ghafoori E, Angel N, Dosdall DJ, MacLeod RS & Ranjan R (2019). Atrial fibrillation observed on surface ECG can be atrial flutter or atrial tachycardia. Journal of electrocardiology. Vol. 51, S67-S71. Published, 10/01/2019.
  • Prakosa A, Arevalo HJ, Deng D, Boyle PM, Nikolov PP, Ashikaga H, Blauer JJ, Ghafoori E, Park CJ, Blake RC, Han FT, MacLeod RS, Halperin HR, Callans DJ, Ranjan R, Chrispin J, Nazarian S & Trayanova NA (2019). Personalized virtual-heart technology for guiding the ablation of infarct-related ventricular tachycardia. Nature biomedical engineering. Vol. 2, 732-740. Published, 03/01/2019.
  • Z. Xiong & V.V. Fedorov, X. Fu, E. Cheng, R.S. MacLeod, J. Zhao (2019). Fully Automatic Left Atrium Segmentation from Late Gadolinium Enhanced Magnetic Resonance Imaging Using a Dual Fully Convolutional Neural Network. IEEE Trans. Med. Imag. Vol. 38, 515-524. Published, 02/2019.
  • Ghafoori E, Angel N, Dosdall DJ, MacLeod RS & Ranjan R (2019). Atrial fibrillation observed on surface ECG can be atrial flutter or atrial tachycardia. Journal of electrocardiology. Vol. 51, S67-S71. Published, 01/01/2019.
  • Good WW, Erem B, Zenger B, Coll-Font J, Brooks DH & MacLeod RS (2018). Temporal Performance of Laplacian Eigenmaps and 3D Conduction Velocity in Detecting Ischemic Stress. Journal of electrocardiology. Vol. 51, S116-S120. Published, 12/01/2018.
  • Ghimire S, Dhamala J, Coll-Font J, Tate JD, Guillem MS, Brooks DH, MacLeod RS & Wang L (2018). Overcoming Barriers to Quantification and Comparison of Electrocardiographic Imaging Methods: A Community-Based Approach. Computing in cardiology. Vol. 44. Published, 11/01/2018.
  • Good WW, Erem B, Coll-Font J, Brooks DH & MacLeod RS (2018). Detecting Ischemic Stress to the Myocardium Using Laplacian Eigenmaps and Changes to Conduction Velocity. Computing in cardiology. Vol. 44. Published, 11/01/2018.
  • Rodenhauser A, Good WW, Zenger B, Tate J, Aras K, Burton B & MacLeod RS (2018). PFEIFER: Preprocessing Framework for Electrograms Intermittently Fiducialized from Experimental Recordings. Journal of open source software. Vol. 3. Published, 11/01/2018.
  • Tate J, Stinstra J, Pilcher T, Poursaid A, Jolley MA, Saarel E, Triedman J & MacLeod RS (2018). Measuring defibrillator surface potentials: The validation of a predictive defibrillation computer model. Computers in biology and medicine. Vol. 102, 402-410. Published, 11/01/2018.
  • E. Kholmovski & J. Silvernagel, N Angel, S. Vijayakumar, S. Thomas, D. Dosdall, R.S. MacLeod, N. Marrouche, and R. Ranjan. (2018). Acute Non-Contrast T1-weighted MRI Predicts Chronic Radio-Frequency Ablation Lesions. J Cardiovasc. Electrophys. Vol. 29, 1556-1562. Published, 11/2018.
  • Burton BM, Aras KK, Good WW, Tate JD, Zenger B & MacLeod RS (2018). A Framework for Image-Based Modeling of Acute Myocardial Ischemia Using Intramurally Recorded Extracellular Potentials. Annals of biomedical engineering. Vol. 46, 1325-1336. Published, 10/01/2018.
  • Burton BM, Aras KK, Good WW, Tate JD, Zenger B & MacLeod RS (2018). A Framework for Image-Based Modeling of Acute Myocardial Ischemia Using Intramurally Recorded Extracellular Potentials. Annals of biomedical engineering. Vol. 46, 1325-1336. Published, 10/01/2018.
  • Burton BM, Aras KK, Good WW, Tate JD, Zenger B & MacLeod RS (2018). Image-based modeling of acute myocardial ischemia using experimentally derived ischemic zone source representations. Journal of electrocardiology. Vol. 51, 725-733. Published, 10/01/2018.
  • M.Cluitmans & D.H.Brooks,R.S.MacLeod,O.Doessel,M.Guillem,P.VanDam,J.Svehlikova, B. He, J. Sapp, L. Wang, and L.R. Bear (2018). Consensus on validation and opportunities of electrocardiographic imaging: From technical achievements to clinical applications. Front. Physiol. Vol. 9, 1-19. Published, 09/2018.
  • S. Guler & M Dannhauer, B. Roig-Solvas, A. Gkogkidis, R.S. MacLeod, T.Ball, J.G. Ojemann, and D.H. Brooks (2018). Computationally Optimized ECoG Stimulation with Local Safety Constraints. Neuroimage. Vol. 173, 35-48. Published, 06/2018.
  • K. Yamashita & C. Quang, J.D. Schroeder, E.V. DiBella, F. Han, R.S. MacLeod, D.J. Dosdall, and R. Ranjan. (2018). Distance Between the Left Atrium and the Vertebral Body is Predictive of Esophageal Movement in Serial MR Imaging. J. Interven. Card. Electrophys. Vol. 52, 149-156. Published, 03/2018.
  • Ghafoori E, Kholmovski EG, Thomas S, Silvernagel J, Angel N, Hu N, Dosdall DJ, MacLeod R & Ranjan R (2017). Characterization of Gadolinium Contrast Enhancement of Radiofrequency Ablation Lesions in Predicting Edema and Chronic Lesion Size. Circulation. Arrhythmia and electrophysiology. Vol. 10. Published, 11/01/2017.
  • Coll-Font J, Dhamala J, Potyagaylo D, Schulze WH, Tate JD, Guillem MS, van Dam P, Dossel O, Brooks DH & Macleod RS (2017). The Consortium for Electrocardiographic Imaging. Computing in cardiology. Vol. 43, 325-328. Published, 08/01/2017.
  • Burton BM, Tate JD, Good W & Macleod RS (2017). The Role of Reduced Left Ventricular, Systolic Blood Volumes in ST Segment Potentials Overlying Diseased Tissue of the Ischemic Heart. Computing in cardiology. Vol. 43, 209-212. Published, 08/01/2017.
  • Good WW, Erem B, Coll-Font J, Brooks DH & MacLeod RS (2017). Novel Biomarker for Evaluating Ischemic Stress Using an Electrogram Derived Phase Space. Computing in cardiology. Vol. 43, 1057-1060. Published, 08/01/2017.
  • Gillette K, Tate J, Kindall B, Good W, Wilkinson J, Simha N & MacLeod R (2017). Temporal Dilation of Animal Cardiac Recordings Registered to Human Torso Geometries. Computing in cardiology. Vol. 43, 329-332. Published, 08/01/2017.
  • Burton BM, Tate JD, Good W & Macleod RS (2017). The Role of Reduced Left Ventricular, Systolic Blood Volumes in ST Segment Potentials Overlying Diseased Tissue of the Ischemic Heart. Computing in cardiology. Vol. 43, 209-212. Published, 08/01/2017.
  • Good WW, Erem B, Coll-Font J, Brooks DH & MacLeod RS (2017). Novel Biomarker for Evaluating Ischemic Stress Using an Electrogram Derived Phase Space. Computing in cardiology. Vol. 43, 1057-1060. Published, 08/01/2017.
  • Coll-Font J, Dhamala J, Potyagaylo D, Schulze WH, Tate JD, Guillem MS, van Dam P, Dossel O, Brooks DH & Macleod RS (2017). The Consortium for Electrocardiographic Imaging. Computing in cardiology. Vol. 43, 325-328. Published, 08/01/2017.
  • J.Coll-Font,J.Dhamala,D.Potyagaylo,W.H.Schulze,J.D.Tate,M.S.Guillem,P.vanDam, O. Dossel, D.H. Brooks, R.S. Macleod. The Consortium for Electrocardiographic Imaging. Computing in Cardiology, Vol 43, DOI:10.22489/CinC.2016.094-431, 2016. Published, 12/30/2016.
  • S. Guler, M. Dannhauer, B. Roig-Solvas, A. Gkogkidis, R.S. MacLeod, T. Ball, J.G. Oje- mann, D.H. Brooks. Optimizing stimulus pattern for cortical arrays with no hot-spots. In- vited presentation at 2nd Annual Epilepsy Retreat, University of Freiburg, Freiburg, Germany. 2016. Published, 12/30/2016.
  • B.M. Burton, J.D. Tate, W. Good, R.S. Macleod. The Role of Reduced Left Ventricular, Systolic Blood Volumes in ST Segment Potentials Overlying Diseased Tissue of the Ischemic Heart. Computing in Cardiology, Vol 43. DOI:10.22489/CinC.2016.063-524, 2016. Published, 12/30/2016.
  • D. Hyde, M. Dannhauer, S.K. Warfield, R.S. MacLeod, D.H. Brooks. Evaluation of Numer- ical Techniques for Solving the Current Injection Problem in Biological Tissues. 2016 IEEE International Symposium on Biomedical Imaging. Published, 12/30/2016.
  • J. Coll-Font, B. Roig-Solvas, P. van Dam, R.S. MacLeod, D. Brooks. Tracking the heart movement with the ECG; a way of improving the inverse problem in electrocardiography? Internat. Soc. of Computerized Electrocardiol (ISCE), 2016. Published, 12/30/2016.
  • S. Guler, M. Dannhauer, B. Erem, R.S. MacLeod, D. Tucker, S. Turovets, P. Luu, W. Meleis, D.H. Brooks. Optimizing Stimulus Patterns for Dense Array Tdcs with Fewer Sources Than Electrodes Using a Branch and Bound Algorithm. 2016 IEEE International Symposium on Biomedical Imaging. Published, 12/30/2016.
  • J.D. Tate, B. Kindall, K. Gillette, B. Burton, J. Coll-Font, B. Erem, D. White, A. Khan, P. van Dam, and R.S. MacLeod. A Pipeline for Generating Physiological Volumetric ECG Signals. Internat. Soc. of Computerized Elecetrocardiol (ISCE), 2016. Published, 12/30/2016.
  • K. Gillette, J.D. Tate, B. Kindall, W. Good, J. Wilkinson, N. Simha, and R.S. MacLeod. Temporal Dilation of Animal Cardiac Recordings Registered to Human Torso Geometries. Computing in Cardiology, Vol 43, DOI:10.22489/CinC.2016.095-426, 2016. Published, 12/30/2016.
  • Coll-Font J, Roig-Solvas B, van Dam P, MacLeod RS & Brooks DH (2016). Can We Track Respiratory Movement of the Heart from the ECG Itself - and Improve Inverse Solutions Too?. Journal of electrocardiology. Vol. 49, 927. Published, 12/01/2016.
  • I.A. Polejaeva, R. Ranjan, C.J. Davies, M. Regouski, J. Hall, A.L. Olsen, Q. Meng, H.M. Rutigliano, D.J. Dosdall, N.A. Angel, F.B. Sachse , T. Seidel, A.J. Thomas, R. Stott, K.E. Panter , P.M. Lee, A.J. Van Wettere, J.R. Stevens, Z. Wang, R.S. MacLeod, N.F. Marrouche and K.L. White. Increased Susceptibility to Atrial Fibrillation Secondary to Atrial Fibrosis in Transgenic Goats Expressing Transforming Growth Factor-β1. J Cardiovasc. Electrophy., 27:1220-1229, 2016. Published, 09/06/2016.
  • S. Guler, M. Dannhauer, B. Erem, R.S. MacLeod, D. Tucker, S. Turovets, P. Luu, D. Er- dogmus, and D.H. Brooks. Optimization of focality and direction in dense electrode array transcranial direct current stimulation (tDCS). J. Neural Eng., 13(3): (Epub), 2016. Published, 09/06/2016.
  • Polejaeva IA, Ranjan R, Davies CJ, Regouski M, Hall J, Olsen AL, Meng Q, Rutigliano HM, Dosdall DJ, Angel NA, Sachse FB, Seidel T, Thomas AJ, Stott R, Panter KE, Lee PM, VAN Wettere AJ, Stevens JR, Wang Z, Macleod RS, Marrouche NF & White KL (2016). Increased Susceptibility to Atrial Fibrillation Secondary to Atrial Fibrosis in Transgenic Goats Expressing Transforming Growth Factor-β1. Journal of cardiovascular electrophysiology. Vol. 27, 1220-1229. Published, 08/01/2016.
  • K.K. Aras, D.J. Swenson, B.M. Burton, and R.S. MacLeod. Spatial Organization of Acute Myocardial Ischemia. J Electrocardiol. (in press), 2015. Published, 05/16/2016.
  • Erem B, Martinez Orellana R, Hyde DE, Peters JM, Duffy FH, Stovicek P, Warfield SK, MacLeod RS, Tadmor G & Brooks DH (2016). Extensions to a manifold learning framework for time-series analysis on dynamic manifolds in bioelectric signals. Physical review. E. Vol. 93, 042218. Published, 05/01/2016.
  • E.G. Kholmovski, N. Coulombe, J. Silvernagel, N. Angel, D.Parker, R.S. Macleod, N. Mar- rouche, and R. Ranjan. Real-Time MRI-Guided Cardiac Cryo-Ablation: A Feasibility Study. J Cardiovasc Electrophysiol. May;27(5):602-8. doi: 10.1111/jce.12950. PMC4865432 2016. Published, 05/01/2016.
  • B. Erem, R. Martinez Orellana, D.E. Hyde, J.M. Peters, F.H. Duffy, P. Stovicek, S.K. Warfield , R.S. MacLeod, G. Tadmor, and D.H. Brooks. Extensions to a manifold learn- ing framework for time-series analysis on dynamic manifolds in bioelectric signals. Phys Rev E 93(4), 1–21. DOI:10.1103/PhysRevE.93.042218, 2016. Published, 04/04/2016.
  • K.K. Aras, W. Good, J.D. Tate, B.M. Burton, D.H. Brooks, J. Coll-Font, O. Doessel, W. Schulze, D. Patyogaylo, L. Wang, P. Van Dam, and R.S. MacLeod. Experimental Data and Geometric Analysis Repository: EDGAR J Electrocardiol. 48(6):975-81, 2015. Published, 12/14/2015.
  • B.R. Parmar, T.R. Jarrett, E.G. Kholmovski, N. Hu, D. Parker, R.S. MacLeod, N.F. Marrouche and R. Ranjan. Poor scar formation after ablation is associated with atrial fibrillation recurrence. J Interv Card Electrophysiol 44(3):247–256. 2015. Published, 12/14/2015.
  • N. Akoum, A. Morris, D. Perry, J. Cates, N. Burgon, E. Kholmovski, R.S. Macleod, and N. Marrouche. Substrate Modification Is a Better Predictor of Catheter Ablation Success in Atrial Fibrillation Than Pulmonary Vein Isolation: An LGE-MRI Study. Clin. Med. Insights: Cardiol. 9:2531, 2015. Published, 11/17/2015.
  • N. Angel, L. Li, R.S. MacLeod, N. Marrouche, R. Ranjan, and D. Dosdall. Diverse Fibrosis Architecture and Premature Stimulation Facilitate Initiation of Reentrant Activity Following Chronic Atrial Fibrillation. J Cardiovasc. Electrophys., 26(12):1352-60. 2015. Published, 11/16/2015.
  • Y. Gao, L. Zhu, J. Cates, R.S. MacLeod, S. Bouix, and A. Tannenbaum. A Kalman Filtering Perspective for Multi-Atlas Segmentation, SIAM J. on Imag. Sci., 8(2);1007–1029, 2015. Published, 09/15/2015.
  • K.S.McDowell,S.S.Zahid,F.Vadakkumpadan,J.Blauer,R.S.MacLeod,andN.A.Trayanova. Virtual Electrophysiological Study of Atrial Fibrillation in Fibrotic Remodeling, PLoS ONE,10(2), 2015. Published, 09/2015.
  • S. Guler, M. Dannhauer, B. Erem, R.S. MacLeod, D. Tucker, S. Turovets, P. Luu, W. Meleis, D. Erdogmus, and D. Brooks Approximating fully optimized dense array tDCS with a single current source. Proceedings of the Organization for Human Brain Mapping, 2014. Published, 10/2014.
  • B. Zenger, J. Cates, A. Morris, E. Kholmovski, A. Au, R. Ranjan, N Akoum, C. McGann, B. Wilson, N. Marrouche, F.T. Han, and R.S. MacLeod. A Practical Algorithm for Improving Localization and Quantification of Left Ventricular Scar. Comp. in Cardiol. 41:105–108, 2014. Published, 10/2014.
  • J. Coll-Font, B.M Burton, J.D. Tate, B. Erem, D.J. Swenson, D. Wang, D.H. Brooks, P. van Dam, R.S. MacLeod. New Additions to the Toolkit for Forward/Inverse Problems in Electrocardiography within the SCIRun Problem Solving Environment. Comp. in Cardiol. 41:213–216, 2014. Published, 10/2014.
  • J. Tate, T. Pilcher, K. Aras, B. Burton, R.S. MacLeod. Verification of a Defibrillation Sim- ulation Using Internal Electric Fields in a Human Shaped Phantom. Comp. in Cardiol. 41:689-692, 2014. Published, 10/2014.
  • J.Blauer,D.J.Swenson,K.Higuchi,G.Plank,R.Ranjan,N.Marrouche,andR.S.MacLeod. Sensitivity and Specificity of Substrate Mapping: an in silico Framework for the Evaluation of Electroanatomical Substrate Mapping Strategies in J. Cardiovasc. Electrophys. 25(7): 774–780, 2014. Published, 09/2014.
  • J.E. Blauer, F.T. Han, R. Ranjan, N.F. Marrouche, and R.S. MacLeod. Controlled Activation for Interrogation of the Electrophysiological Substrate, Comp. in Cardiol. 41:189–192, 2014. Published, 09/2014.
  • J. Cates, A. Morris, E. Bieging, E. Kholmovski, S. Bengali, R.S. MacLeod, and C. McGann. Towards a Practical Clinical Workflow for Cardiac Shape Modeling, with Application to Atrial Fibrillation and Stroke. 1st Symposium on Statistical Shape Models and Applications June 11-13, 2014. Published, 08/2014.
  • K. Aras, B. Burton, D. Swenson, and R. MacLeod, Sensitivity of epicardial electrical markers to acute ischemia detection. J. Electrocardiol. 47(6): 836-41, 2014. Published, 07/2014.
  • M. Milanic and V. Jazbinsek and R.S. Macleod and D.H. Brooks and R. Hren. Assessment of regularization techniques for electrocardiographic imaging in J Electrocardiol 47(1):20–28, 2014. Published, 06/2014.
  • B.R.Parmar,T.R.Jarrett,N.S.Burgon,E.G.Kholmovski,N.W.Akoum,N.Hu,R.S.MacLeod, N.F. Marrouche, and R. Ranjan. Comparison of Left Atrial Area Marked Ablated in Elec- troanatomical Maps with Scar in MRI J Cardiovasc. Electrophys. 25(5):457–463, 2014. Published, 06/2014.
  • C. McGann, N. Akoum, A. Patel, E. Kholmovski, P. Revelo, K. Damal, B. Wilson, J. Cates, A. Harrison, R. Ranjan, N.S. Burgon, T. Greene, D. Kim, E.V.R. DiBella, D. Parker, R.S. MacLeod, and N.F. Marrouche. Atrial Fibrillation Ablation Outcome Is Predicted by Left Atrial Remodeling on MRI. Circ A & E, Feb 1;7(1):23-30, 2014. Published, 02/2014.
  • R. Ranjan, D. Dosdall, L. Norlund, K. Higuchi, J.M. Silvernagel, A.L. Olsen, C.J. Davies, R.S. Macleod, and N.F. Marrouche. Diagnostic imaging and pacemaker implantation in a domestic goat with persistent left cranial vena cava. J Vet Cardiol. 16(1):45–50, 2014. Published, 01/2014.
  • D.J. Swenson, S.E. Geneser, J.G. Stinstra, R.M. Kirby, and R.S. MacLeod. Cardiac Position Sensitivity Study in the Electrocardiographic Forward Problem Using Stochastic Collocation and BEM. Ann. Biomed. Eng., 39(12):2900–2910, 2011. Published, 12/2011.
  • B.M. Isaacson, J.G. Stinstra, R.D. Bloebaum, COL P.F. Pasquina, and R.S. MacLeod. Es- tablishing Multiscale Models for Simulating Whole Limb Estimates of Electric Fields for Osseointegrated Implants. IEEE Trans. Biomed. Eng. Oct;58(10):2991-4, 2011. Published, 10/2011.
  • C. McGann, E. Kholmovski, J. Blauer, S. Vijayakumar, T. Haslam, J. Cates, E. Dibella, N. Burgon, B. Wilson, A. Alexander, M. Prastawa, M. Daccarett, G. Vergara, N. Akoum, D. Parker, R.S. Macleod, and N.F. Marrouche. Dark regions of no-reflow on late gadolinium enhancement magnetic resonance imaging result in scar formation after atrial fibrillation ablation. J. Am. Coll. Cardiol., 58(2):177–185, 2011. Published, 06/2011.
  • M. Daccarett, T.J. Badger, N. Akoum, N.S. Burgon, C. Mahnkopf, G.R. Vergara, E.G. Khol- movski, C.J. McGann, D. Parker, J. Brachmann, R.S. Macleod RS, and Marrouche NF. Asso- ciation of left atrial fibrosis detected by delayed-enhancement magnetic resonance imaging and the risk of stroke in patients with atrial fibrillation. J Am Coll Cardiol 57(7):831-8, 2011. Published, 06/2011.
  • J.D. Tate, J.G. Stinstra, T.A. Pilcher, A. Poursaid, E.V. Saarel, and R.S. MacLeod. Simulating Defibrillation: Verification Using Defibrillation Thresholds and Surface Recordings. In Heart Rhythm Society 2011, 2011. Published, 05/2011.
  • T.A. Pilcher, J.D. Tate, J.S. Stinstra, EV Saarel, AE Poursaid, MD Puchalski, and R.S. MacLeod. Effect of Spinal Fixation Rods and Abandoned Epicardial Patches on Defibrilla- tion Thresholds Predicted from Computational Simulation. In Heart Rhythm Society 2011, 2011. Published, 05/2011.
  • G.R. Vergara, S. Vijayakumar, E.G. Kholmovski, J.J. Blauer, M.A. Guttman, C. Gloschat, G. Payne, K. Vij, N.W. Akoum, M. Daccarett, C.J. McGann, R.S. Macleod, and N.F. Marrouche. Real-time magnetic resonance imaging-guided radiofrequency atrial ablation and visualization of lesion formation at 3 Tesla. Heart Rhythm 8(2):295-303, 2011. Published, 04/2011.
  • N. Akoum, M. Daccarett, C. McGann, N. Segerson, G. Vergara, S. Kuppahally, T. Badger, N. Burgon, T. Haslam, E. Kholmovski, R.S. MacLeod, and N.F. Marrouche. Atrial fibrosis helps select the appropriate patient and strategy in catheter ablation of atrial fibrillation: a DE-MRI guided approach. J. Cardiovasc. Electrophys. 22(1):16–22, 2011. Published, 02/2011.
  • M. Daccarett, C.J. McGann, N.W. Akoum, R.S. MacLeod, and N.F. Marrouche. MRI of the left atrium: predicting clinical outcomes in patients with atrial fibrillation. Expert Rev Cardiovasc Ther 9(1):105-11, 2011. Published, 01/2011.
  • D. Wang, R.M. Kirby, R.S. MacLeod and C.R. Johnson. A new family of variational-form- based regularizers for reconstructing epicardial potentials from body-surface mapping. In Computers in Cardiology 2010, 2010. Published, 10/2010.
    http://www.cinc.org/archives/2010/pdf/0093.pdf
  • J. Blauer, J. Cates, N.F. Marrouche and R.S. MacLeod. Atrial tissue response to radio fre- quency ablation: MRI based characterization of injury. In Computers in Cardiology 2010, 2010. Published, 10/2010.
    http://www.cinc.org/archives/2010/pdf/0165.pdf
  • D.J. Swenson and J. Levine and Z. Fu and R.S. MacLeod. The effect of finite element mesh quality on electrical bidomain simulations. In Computers in Cardiology 2010, (in press), 2010. Published, 10/2010.
    http://www.cinc.org/archives/2010/pdf/0097.pdf
  • J.D. Tate, J.G. Stinstra, T.A. Pilcher and R.S. MacLeod. Implantable cardioverter defibrilla- tor predictive simulation validation. In Computers in Cardiology 2010, 2010. Published, 10/2010.
    http://www.cinc.org/archives/2010/pdf/0853.pdf
  • B.M. Isaacson, J.G. Stinstra, R.S. MacLeod, P.F. Pasquina, and R.D. Bloebaum. Developing a Quantitative Measurement System for Assessing Heterotopic Ossification and Monitoring the Bioelectric Metrics from Electrically Induced Osseointegration in the Residual Limb of Service Members. Ann. Biomed. Eng. 38(9):2968–2978, 2010. Published, 10/2010.
  • C. Mahnkopf, T.J. Badger, N.S. Burgon, M. Daccarett, T.S. Haslam, C.T. Badger, C.J. Mc- Gann, N. Akoum, E. Kholmovski, R.S. MacLeod, and N.F. Marrouche. Evaluation of the Left Atrial Substrate in Patients with Lone Atrial Fibrillation Using Delayed-Enhanced MRI: Implications for Disease Progression and Response to Catheter Ablation. Heart Rhythm. 7(10):1475-81, 2010. Published, 10/2010.
  • A.J. Pullan, L.K.Cheng, M.P. Nash, D.H. Brooks, A. Ghodrati, and R.S. MacLeod. The In- verse Problem of Electrocardiography. In Comprehensive Electrocardiology, P.W. Macfar- lane, A. van Oosterom. van, O. Pahlm, P. Kligfield, M. Janse, and J. Camm (Eds.), Springer Verlagm 2010. Published, 09/2010.
  • R.S. MacLeod and M. Buist. The Forward Problem of Electrocardiography. In Comprehen- sive Electrocardiology, P.W. Macfarlane, A. van Oosterom. van, O. Pahlm, P. Kligfield, M. Janse, and J. Camm (Eds.), Springer Verlag, 2010. Published, 09/2010.
  • M.Daccarett,H.Margetts,N.Burgon,T.S.Haslam,J.Ganguli,G.Vergara,L.McMullen,S. Kalvaitis, M. Schmidt, C.J. McGann, E.G. Kholmovski R.S. MacLeod, and N.F. Marrouche. Left Atrial Structural Remodeling Using DE-MRI Independently Predicts Strokes in Patients with Atrial Fibrillation. In Heart Rhythm Society 2010. Published, 05/2010.
  • T.J. Badger, N.W. Akoum, N.S. Burgon, G. Vergara, T.S. Haslam, J. Fotheringham, E.G. Kholmovski, R.S. MacLeod, C.J. McGann, N.F. Marrouche. Left Atrial Wall Thickness and Its Relationship to Structural Remodeling and Recurrence Following Atrial Fibrillation Ablation. In Heart Rhythm Society 2010. Published, 05/2010.
  • M. Daccarett, M. Berdugo, C. Ziegenhorn, N. Burgon, M. Schmidt, G. Vergara, S. Kalvaitis, J. Ganguli, L. McMullen, N. Akoum, R.S. MacLeod, and N.F. Marrouche. Left Atrial Struc- tural Remodeling Utilizing DE-MRI Predicts Early Recurrence of Atrial Fibrillation Follow- ing Ablation Procedures. In Heart Rhythm Society 2010. Published, 05/2010.
  • G. Vergara, E.G. Kholmovski, S. Vijayakumar, J.J.E. Blauer, C. Gloschat, K. Lilbock, G. Payne, L. McMullan, S. Kalvaitis, N. Akoum, M. Daccaret, M. Gutman, K. Vij, C.J. Mc- Gann, R.S. MacLeod, and N.F. Marrouche. Real Time MRI-Guided Radiofrequency Abla- tion and Visualization of Lesion Formation. In Heart Rhythm Society 2010. Published, 05/2010.
  • G. Vergara, L. McMullan, S. Kalvaitis, E.G. Kholmovski, S. Vijayakumar, J.J.E. Blauer, C. Gloschat, K. Lilbock, G. Payne, N. Akoum, M. Daccaret, M. Gutman, K. Vij, C.J. McGann, R.S. MacLeod, and N.F. Marrouche. Heterogeneous Tissue Injury after Atrial Fibrillaton Ablation Defined by Delayed Enhancement-MRI. In Heart Rhythm Society 2010. Published, 05/2010.
  • T.S. Haslam, T.J. Badger, N.W. Akoum, G. Vergara, N.S. Burgon, C. Tek, J. Fotheringham, E.G. Kholmovski, R.S. MacLeod, C.J. McGann, and N.F. Marrouche. Evaluation of the Left Atrial Substrate and Age in Atrial Fibrillation Patients Using Delayed-Enhancement MRI. In Heart Rhythm Society 2010. Published, 05/2010.
  • N.S. Burgon, T.J. Badger, N. Akoum, G. Vergara, T.S. Haslam, J. Fotheringham, E.G. Khol- movski, R.S. MacLeod, C.J. McGann, and N.F. Marrouche. Assessment of the Left Atrial Substrate in Lone Atrial Fibrillation: Implications for Staging of Atrial Fibrillation. In Heart Rhythm Society 2010. Published, 05/2010.
  • T.J. Badger, M. Daccarett, N.W., Akoum, Y.A. Adjei-Poku, N.S. Burgon, T.S. Haslam, S. Kalvaitis, S. Kuppahally. G. Vergara L. McMullen, P.A. Anderson PA, E. Kholmovski, R.S. Macleod, and N.F. Marrouche. Evaluation of Left Atrial Lesions after Initial and Repeat Atrial Fibrillation Ablation: Lessons Learned from Delayed-Enhancement MRI in Repeat Ablation Procedures. Circ Arrhythm Electrophysiol 3(3):249-59, 2010. Published, 05/2010.
  • S.S. Kuppahally. N. Akoum, N.S. Burgon, T.J. Badger, E.G. Kholmovski, S. Vijayakumar, S.N. Rao, J. Blauer, E.N. Fish, E.V. Dibella, R.S., Macleod, C. McGann, S.E. Litwin, and N.F. Marrouche. Left Atrial Strain and Strain Rate in Patients with Paroxysmal and Per- sistent Atrial Fibrillation: Relationship to Left Atrial Structural Remodeling Detected by Delayed Enhancement-MRI. Circ Cardiovasc Imaging 3(3):231–239, 2010. Published, 05/2010.
  • J.G. Stinstra, R.S. MacLeod, and C.S. Henriquez. Incorporating histology into a 3D micro- scopic computer model of myocardium to study propagation at a cellular level. Ann. Biomed. Eng, 38(4):1399, 2010. Published, 04/2010.
  • N.M. Segerson, M. Daccarett, T.J. Badger, A. Shabaan, N. Akoum, E.N. Fish, S.N. Rao, N.S. Burgon, Y. Adjei-Poku, E. Kholmovski, S. Vijayakumar, E.V. Dibella, R.S. Macleod, and N.F. Marrouche NF. Magnetic Resonance Imaging-Confirmed Ablative Debulking of the Left Atrial Posterior Wall and Septum for Treatment of Persistent Atrial Fibrillation: Rationale and Initial Experience. J Cardiovasc Electrophysiol 21(2):126-132, 2010. Published, 02/2010.
  • Macleod RS, Stinstra JG, Lew S, Whitaker RT, Swenson DJ, Cole MJ, Krüger J, Brooks DH, Johnson CR, Subject-specific, multiscale simulation of electrophysiology: a software pipeline for image-based models and application examples. Philos Transact A Math Phys Eng Sci 2009 Jun 13;367(1896):2293-310. Published, 06/01/2009.
  • Oakes RS, Badger TJ, Kholmovski EG, Akoum N, Burgon NS, Fish EN, Blauer JJ, Rao SN, DiBella EV, Segerson NM, Daccarett M, Windfelder J, McGann CJ, Parker D, MacLeod RS, Marrouche NF, Detection and quantification of left atrial structural remodeling with delayed-enhancement magnetic resonance imaging in patients with atrial fibrillation. Circulation 2009 Apr 7;119(13):1758-67. Published, 04/07/2009.
  • Badger TJ, Oakes RS, Daccarett M, Burgon NS, Akoum N, Fish EN, Blauer JJ, Rao SN, Adjei-Poku Y, Kholmovski EG, Vijayakumar S, Di Bella EV, MacLeod RS, Marrouche NF, Temporal left atrial lesion formation after ablation of atrial fibrillation. Heart Rhythm 2009 Feb;6(2):161-8. Published, 02/01/2009.
  • R.S. Macleod, J.G. Stinstra, S. Lew, R.T. Whitaker, D.J. Swenson, M.J. Cole, J. Kruger, D.H. Brooks, and C.R. Johnson. ”Sub ject-specific, multiscale simulation of electrophysiology: a software pipeline for image-based models and application examples. Phil. Trans. Royal Soc. 367(1896):2293–2310, 2009. Published, 2009.
  • S. Lew, C.H. Wolters, T. Dierkes, C. Roer, and R.S. MacLeod. Accuracy and run-time comparison for different potential approaches and iterative solvers in finite element method based EEG source analysis. Applied Num. Math. 59:1970–1988, 2009. Published, 2009.
  • N.M. Segerson, M. Daccarett, T.J. Badger, A. Shabaan, N. Akoum, E.N. Fish, S.N. Rao, N.S. Burgon, Y. Adjei-Poku, E. Kholmovski, S. Vijayakumar, E.V. Dibella, R.S. Macleod, and N.F. Marrouche NF. Magnetic Resonance Imaging-Confirmed Ablative Debulking of the Left Atrial Posterior Wall and Septum for Treatment of Persistent Atrial Fibrillation: Rationale and Initial Experience. J Cardiovasc Electrophysiol Oct 5;(), 2009. Published, 2009.
  • B.M. Isaacson, J.G. Stinstra, R.S. MacLeod, J.B. Webster, J.P. Beck, and R.D. Bloebaum. Bioelectric analyses of an osseointegrated intelligent implant design system for amputees. J Vis Exp 15(29), 1-6, 2009. Published, 2009.
  • T.J. Badger, Y.A. Adjei-Poku, N.S. Burgon, S. Kalvaitis, A. Shaaban, D.N. Sommers, J.J. Blauer, E.N. Fish, N. Akoum, T.S. Haslem, E.G. Kholmovski, R.S. MacLeod, D.G. Adler, and N.F. Marrouche. Initial experience of assessing esophageal tissue injury and recovery using delayed-enhancement MRI after atrial fibrillation ablation. Circ Arrhythm Electrophysiol 2009 2(6):620-625, 2009. Published, 2009.
  • Lew S, Wolters CH, Anwander A, Makeig S, Macleod RS, Improved EEG source analysis using low-resolution conductivity estimation in a four-compartment finite element head model. Hum Brain Mapp 2008 Dec 31;():. Published, 12/31/2008.
  • Sutherland DR, Ni Q, MacLeod RS, Lux RL, Punske BB, Experimental measures of ventricular activation and synchrony. Pacing Clin Electrophysiol 2008 Dec;31(12):1560-70. Published, 12/01/2008.
  • McGann CJ, Kholmovski EG, Oakes RS, Blauer JJ, Daccarett M, Segerson N, Airey KJ, Akoum N, Fish E, Badger TJ, DiBella EV, Parker D, MacLeod RS, Marrouche NF, New magnetic resonance imaging-based method for defining the extent of left atrial wall injury after the ablation of atrial fibrillation. J Am Coll Cardiol 2008 Oct 7;52(15):1263-71. Published, 10/07/2008.
  • Taccardi B, Punske BB, Macchi E, Macleod RS, Ershler PR, Epicardial and intramural excitation during ventricular pacing: effect of myocardial structure. Am J Physiol Heart Circ Physiol 2008 Apr;294(4):H1753-66. Published, 04/01/2008.
  • Geneser SE, Kirby RM, MacLeod RS, Application of stochastic finite element methods to study the sensitivity of ECG forward modeling to organ conductivity. IEEE Trans Biomed Eng 2008 Jan;55(1):31-40. Published, 01/01/2008.

Presentations

  • Half a Century of Electrocardiographic Imaging: A Celebration at the ECG Imaging Summit, Valencia, Spain, November 2023. Invited Talk/Keynote, Presented, 11/09/2023.
  • The State of ECGI: A Big Space of Motivating Challenges. Consortium or ECG Imaging, Satellite Meeting. Invited Talk/Keynote, Presented, 09/12/2022.
  • The Physiological Underpinnings of Acute Myocardial Ischemia International Society of Computerized Electrocardiography,. Invited Talk/Keynote, Presented, 04/20/2022.
  • State of the Art in EGC Imaging Invited presentation at the 2021 International Congress on Electrocardiology. Invited Talk/Keynote, Presented, 05/04/2021.
  • Is that really Electricity that Makes our Hearts Beat and our Brains Think? Invited presentation in the BIOEN Current Research Series, . Invited Talk/Keynote, Presented, 01/15/2020.
  • State of the Art in ECG Imaging – Trends and Future Directions Invited presentation at the 2019 International Society of Electrocardiology Conference, Belgrade, Serbia. Invited Talk/Keynote, Presented, 06/19/2019.
  • Present and future of body surface mapping Invited presentation at the 2019 International Society of Computerized Electrocardiology Conference, Atlantic Beach, FL,. Invited Talk/Keynote, Presented, 04/19/2019.
  • What Happens When You Overdraw on Your Metabolic Bank Account? Myocardial Ischemia and Heart Attacks. Invited presentation at the Osher Lecture Series,. Invited Talk/Keynote, Presented, 02/14/2019.
  • ECG Imaging and Computational ECG Invited presentation at the 2018 International Soci- ety of Electrocardiology Conference, Chiba City, Japan, June 2018. Invited Talk/Keynote, Presented, 06/22/2018.
  • Cardiac Electrophysiology Simulations: Connecting Models, Images and Certainty to Clinical Care Invited presentation at Philips Healthcare, Eindhoven, The Netherlands, June 2018. Invited Talk/Keynote, Presented, 06/2018.
  • Image Based Analysis and Modeling in Heart Disease Invited presentation at the University of Bologna, Cesena, Italy, May 2018. Invited Talk/Keynote, Presented, 05/2018.
  • ECG Detection of Acute Ischemia: Time to Bury Old Dogma and Take a Fresh Look Cardiology Grand Rounds, University of Maastricht, The Netherlands, May 2018. Invited Talk/Keynote, Presented, 05/2018.
  • Computational ECG in Acute Ischemia Invited presentation at the 2018 International Soci- ety of Electrocardiology Conference, Chiba City, Japan,. Invited Talk/Keynote, Presented, 02/22/2018.
  • How to Deal with A Broken Heart and Appreciate a Healthy One Invited presentation at the Osher Lecture Series, University of Utah, February 2018. Invited Talk/Keynote, Presented, 02/2018.
  • How I Found a Dream Job—and You Can too Invited presentation in the BIOEN Current Research Series, University of Utah January 2018. Invited Talk/Keynote, Presented, 01/2018.
  • Integrating engineers and clinicians in cardiovascular disease: challenges and opportuni- ties Invited presentation at FiCE 2016 workshop: “Electrocardiographic Imaging and Image Integration”, Maastricht, The Netherlands, 2016. Invited Talk/Keynote, Presented, 10/11/2016.
  • Early ECG Markers of Nontransmural Myocardial Ischemia Invited presentation at Interna- tional Congress on Electrocardiology (ICE) June 4-6, 2016 in Palma, Balearic Island, Spain. Invited Talk/Keynote, Presented, 06/06/2016.
  • A Collaborative Approach to Solving Complex Problems in ECG Imaging Invited presenta- tion at the Universitat de Valencia, Valencia, Spain. June 1, 2016. Invited Talk/Keynote, Presented, 06/01/2016.
  • Visions of Imaging and Mapping Invited presentation at AF Signals, Karlsruhe, Germany, October 2015. Invited Talk/Keynote, Presented, 10/2015.
  • Role of Imaging, Modeling, and Simulation in Management of Cardiac Arrhythmias. Invited presentation at Dalhousie University Medical Reunion, Nova Scotia, Canada, August, 2015. Invited Talk/Keynote, Presented, 08/2015.
  • The time is right: ECG Inverse solutions in research and clinical practice Invited presenta- tion and the International Society of Computerized Electrocardiology, San Jose, CA, April 2015. Invited Talk/Keynote, Presented, 04/2015.
  • Validation and verification: new opportunities and old requirements Plenary presentation at the First ECG-Imaging Workshop, Bad-Herrenalb, Germany, March, 2015. Invited Talk/Keynote, Presented, 03/2015.
  • Propagation Modeling in Context: Applications and Infrastructure Invited presentation at the Large Scale Modeling of Cardiac Electrophysiology A Critical Look at the past, present, and future of a discipline, Halifax, Nova Scotia, June 2014. Invited Talk/Keynote, Presented, 06/2014.
  • Inverse Solutions in Electrocardiography: an Old Problem is Getting New Attention Invited presentation at the International Society of Computerized Electrocardiology, in Jacksonville, FL, Apr, 2014. Invited Talk/Keynote, Presented, 04/2014.
  • The Shape of Things to Come in AF Imaging Invited presentation at the Western Atrial Fibrillation 2014 in Park City, UT, March, 2014. Invited Talk/Keynote, Presented, 03/2014.
  • MEDCAC Meeting 11/9/2011 - The Use of ECG Based Signal Analysis Technologies to Detect Myocardial Ischemia or Coronary Artery Disease. Expert presentation for MEDCAC (Medicare) review. Invited Talk/Keynote, Presented, 11/2011.
  • Use of imaging in AFib and development of image based approaches for all aspects of patient management. Invited plenary presentation at International Congress on Electrocardiology, Kingston, Ontario, Canada, June, 2011. Invited Talk/Keynote, Presented, 06/2011.
  • MR imaging and atrial fibrillation} Invited presentation at NHLBI/VCU-World Congress on Mathematical Modeling and Computational Simulation of Cardiovascular and Cardiopulmonary Dynamics, June 2011. Invited Talk/Keynote, Presented, 06/2011.
  • Imaging and Modeling in Atrial Fibrillation: An Engineer's Garden. Invited Minisymposium plenary at Functional Imaging and Modeling of the Heart, May, 2011. Invited Talk/Keynote, Presented, 05/2011.
  • Image Based Modeling, Simulation, and Visualization in Biomedicine Invisted workshop at the NIH, NCRR Third Biennial National IDeA Symposium of Biomedical Research Excel- lence (NISBRE), June, 2010. Invited Talk/Keynote, Presented, 06/2010.
  • Imaging and Image Processing in the Comprehensive Management of Patients with Atrial Fibrillation: the CARMA Approach Invited keynote address at International Congress on Electrocardiology, Lund, Sweden, June, 2010. Invited Talk/Keynote, Presented, 06/2010.
  • How to SCI in Utah with good CARMA: Image Based Science in Cardiac Electrophysiology Invited seminar at Simula Research Laboratory, Oslo, Norway, June, 2010. Invited Talk/Keynote, Presented, 06/2010.
  • Real-Time MRI imaging in the EP lab: from the Engineering point of view Invited presenta- tion at the Update on Atrial Fibrillation 2010, Coburg, Germany, April, 2010. Invited Talk/Keynote, Presented, 04/2010.
  • Image Analysis for MRI Supported AF Management Invited presentation at Western Atrial Fibrillation Symposium, Park City, Utah, February, 2010. Invited Talk/Keynote, Presented, 02/2010.

Research Groups

  • Jake Bergquist, Postdoc. Biomedical Engineering and CV Medicine. 05/01/2023 - present.
  • Jess Tate, Postdoc. SCI. 09/05/2018 - present.
  • Alicia Booth, Technician. CVRTI. 07/01/2015 - 06/30/2020.

Languages

  • English, fluent.
  • German, fluent.

Geographical Regions of Interest

  • Belgium
    Collaborations.
  • France
    Collaborations and lab exchange visits.
  • Germany
    Scientific collaborations.
  • Netherlands
    Scientific collaborations .
  • Spain
    Scientific Collaborations.
  • Switzerland
    Company Advisory Committee.

Software Titles

  • UncertainSCI version 1.0. Uncertainty Quantification package. Release Date: 06/01/2021. Inventors: Akil Narayan Jess Tate Rob MacLeod Zexin Liu Jake Bergquist.
  • Release of map3d version 7.2. Software for interactive visualization of surface based time signals. Release Date: 11/17/2016. Inventors: Bryan Worthen, Ayla Khan, and Rob MacLeod .
  • Seg3D V 2.3. Release of new version of Seg3D. Release Date: 08/2015. Inventors: Ross Whitaker, Rob MacLeod, Kristen Zygmunt, Michael Callahan, David Brayford, Ayla Kahn, Liz Jurrus, Alan Morris.
  • SCIRun Version 5. Major new release of SCIRun software. Release Date: 07/2015. Inventors: Steve Parker, Dave Weinstein, Chris Johnson, Jeroen Stinstra, Ayla Kahn, Dan White, Jess Tate. Chris Bright, Dana Brooks, Rob MacLeod, et al.
  • map3d V 7. New version of map3d visualization software. Release Date: 02/2015. Inventors: Rob MacLeod, Bryan Worthen, J.R. Blackham.
  • SCIRun. SCIRun is a Problem Solving Environment (PSE), for modeling, simulation and visualization of scientific problems. SCIRun now includes the biomedical components formally released as BioPSE, as well as the Power Apps: BioTensor, BioFEM, and BioImage. Release Date: 11/29/2009. Inventors: Jeroen Stinstra, Dave Weinstein, Ayla Khan, Rob MacLeod, Mike Steffen, Darrell Swenson, Allen Sanderson.
  • Seg3D. A program to carry out segmentation of image based data for use in image analysis, visualization and simulaiton. Release Date: 09/12/2009. Inventors: Ross Whitaker, Rob MacLeod, Kristen Zygmunt, Michael Callahan, David Brayford, Allen Sanderson.
  • ImageVis3D. ImageVis3D is a new volume rendering program developed by the NIH/NCRR Center for Integrative Biomedical Computing (CIBC). The main design goals of ImageVis3D are: simplicity, scalability, and interactivity. Simplicity is achieved with a new user interface that gives an unprecedented level of flexibility (as shown in the images). Release Date: 05/29/2009. Inventors: Jens Krueger, Tom Fogal, Rob MacLeod, Jeroen Stinstra, Tiago Queiroz, Chris Johnson.