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Scholarly Works

Linwei Wang
Associate Professor

2016 Submissions

Journal Paper

Wang, Linwei, et al. "Noninvasive Epicardial and Endocardial Electrocardiographic Imaging of Scar-related Ventricular Tachycardia,." Journal of Electrocardiology 49. 6 (2016): 887-893. Print. *

Published Conference Proceedings

Dhamala, Jwala, et al. "Spatially-Adaptive Multi-Scale Optimization for Local Parameter Estimation: Application in Cardiac Electrophysiological Models." Proceedings of the Medical Image Computing and Computer-Assisted Intervention (MICCAI). Ed. S. Ourseline., L. Joskowicz, M. Sabuncu, G. Unal and W. Wells. Athens, GREECE: Springer, 2016. Web. «

Wang, Linwei, et al. "Noninvasive Electrocardiographic Imaging of Scar-related Ventricular Tachycardia." Proceedings of the Computing in Cardiology. Vancouver, Canada: IEEE, 2016. Web. *

Invited Keynote/Presentation

Wang, Linwei. "Noninvasive Electrocardiographic Imaging of Scar-Related Ventricular Tachycardia." Annual Meetings of International Society of Computerized Electrocardiology. International Society of Computerized Electrocardiology. Tucson, AZ. 16 Apr. 2016. Conference Presentation.

National/International Competition Award Winner

Wang, Linwei, Thomas Hacker, and Suzane Shontz. National Science Foundation. Participant Support for the 2016 NSF CyberBridges Workshop. Rochester, NY, 2016. *

2015 Submissions

Journal Paper

Rahimi, Azar and Wang, Linwei. "Sensitivity of Noninvasive Cardiac Electrophysiological Imaging to Variations in Personalized Anatomical Modeling,." IEEE Transactions on Biomedical Imaging 62. 6 (2015): 1563-1575. Print. *

Rahimi, Azar, et al. "Examining the Impact of Prior Models in Transmural Electrophysiological Imaging: A Hierarchical Multiple-Model Bayesian Approach." IEEE Transactions on Medical Imaging. (2015): in press. Print. *

Horacek, B. Milan, et al. "Noninvasive Electrocardiographic Imaging of Chronic Myocardial Infarct Scar." Journal of Electrocardiology 48. 6 (2015): 952-958. Web. *

Rahimi, Azar and Linwei Wang. "Sensitivity of Noninvasive Cardiac Electrophysiological Imaging to Variations in Personalized Anatomical Modeling." IEEE Transactions on Biomedical Imaging. (2015): in press. Print. *

Aras, Kedar, et al. "Experimental Data and Geometric Analysis Repository -- Edgar." Journal of Electrocardiology 48. 6 (2015): 975-981. Web. *

Published Conference Proceedings

Xu, Jingjia, et al. "Robust Transmural Electrophysiological Imaging: Integrating Sparse and Dynamic Physiological Models into ECG- Based Inference,." Proceedings of the Medical Image Computing and Computer-Assisted Intervention (MICCAI),. Ed. Nassir Navab, et al. Germany, Munich: Springer, Web. «

Paul, Will, et al. "Stressed Out: What Speech Tells Us About Stress." Proceedings of the Interspeech, Dresden, Germany. n.p., Web. *

Bethamcherla, Vasudev, et al. "Face-Speech Sensor Fusion for Nonintrusive Stress Detection." Proceedings of the Facial Analysis, Animation, and Auditory-Visual Speech Processing (Vienna, Austria, September 2015). n.p., Web. *

Coll-Font, Jaume, et al. "Valuation of 2-Norm Versus Sparsity Regularization in Spline-Based Joint Reconstruction of Epicardial and Endocardial Potentials from Body-Surface Measurements,." Proceedings of the Computing in Cardiology. n.p., Web. *

Invited Keynote/Presentation

Wang, Linwei. "Integrating Physics-Based Models into Transmural Electrocardiographic Imaging: Opportunities and Challenges." ECG-Imaging Workshop. KIT. Bad Herrenalb, Germany. 27 Mar. 2015. Keynote Speech.

National/International Competition Award Winner

Wang, Linwei, Shontz, Suzanne, and Hacker,Thomas. National Science Foundation. Participant Support for the 2015 NSF CyberBridges Workshop. Arlington, VA, 2015. ≠

2014 Submissions

Journal Paper

Xu, Jingjia, et al. "Noninvasive Transmural Electrophysiological Imaging Based on Minimization of Total-Variation Functional." IEEE Transactions on Medical Imaging 33. 9 (2014): 1860-1874. Print. *

Rahimi, Azar, Jingjia Xu, and Linwei Wang. "Hierarchical Multiple-Model Bayesian Approach to Transmural Electrophysiological Imaging." Medical Image Computing and Computer-Assisted Intervention 8674. (2014): 538-545. Print. «

Xu, Jingjia, et al. "Variational Bayesian Electrophysiological Imaging of Myocardial Infarction." Medical Image Computing and Computer-Assisted Intervention 8674. (2014): 529-537. Print. «

Xu, Jingjia, et al. "Total-Variation Minimization on Unstructured Volumetric Mesh: Biophysical Application on Reconstruction of 3D Ischemic Myocardium." Computer Vision and Pattern Recognition. (2014): 3043-3050. Web. «

Rahimi, Azar, Jingjia Xu, and Linwei Wang. "Multiple-Model Bayesian Approach to Volumetric Imaging of Cardiac Current Sources." IEEE International Conference on Image Processing. (2014): 3522-3526. Web. *

Rahimi, Azar, Jingjia Xu, and Linwei Wang. "Electrophysiological Imaging of Voluemtric Infarct Border Using a Spatio-Temporal Lp-Norm Constraint." IEEE International Symposium on Biomedical Imaging. (2014): 612-615. Web. *

Mao, Hongda, et al. "Understanding Embroyonic Heart Morphogenesis Through Automatic Segmentation and Confocal Imaging with Optimal Clearing." IEEE International Symposium on Biomedical Imaging. (2014): 1303-1306. Web. *

Journal Editor

Wang, Linwei, Heye Zhang, and Vicky Wang, ed. Computational and Mathematical Methods in Medicine. NA: Hindawi, 2014. Web.

Invited Keynote/Presentation

Wang, Linwei. "Noninvasive Transmural Electrophysiological Imaging of Myocardial Infarction." STAFF Symposium. STAFF. Boston, MA. 15 Sep. 2014. Keynote Speech.

External Scholarly Fellowships/National Review Committee

6/1/2014 - 5/31/2019
     National Science Foundation
     Amount: 446143 *

11/12/2014 - 10/31/2016
     National Institutes of Health
     Amount: 418602 *

2013 Submissions

Journal Paper

Rahimi, Azar, Jingjia Xu, and Linwei Wang. "Lp-Norm Regularization in Volumetric Imaging of Cardiac Current Sources." Computational and Mathematical Methods in Medicine. (2013): 276468. Web. ˜

Wang, Linwei, et al. "Transmural Imaging of Ventricular Action Potentials and Post-Infarction Scars in Swine Hearts." IEEE Transactions on Medical Imaging, 32. 4 (2013): 731-747. Print. ˜

Wang, Linwei. "Computational Reduction for Noninvasive Transmural Electrophysiological Imaging." Computers in Biology and Medicine 43. (2013): 184-199. Print. ˜

Xu, Jingjia, et al. "A Novel Total Variation Based Noninvasive Transmural Electrophysiological Imaging." Medical Image Computing and Computer-Assisted Intervention. (2013): 501-508. Print. «

Rahimi, Azar and Linwei Wang. "The Impact of Ventricular Shape Variations on Inverse Electrocardiography: A Feasibility Study." IEEE International Symposium on Biomedical Imaging. (2013): 564-567. Print. «

Rahimi, Azar, et al. "Volumetric Imaging of Cardiac Current Source using Lp-Norm Regularization." Computing in Cardiology 40. (2013): 715-718. Web. ˜

Journal Editor

Wang, Linwei, Vicky Wang, and Heye Zhang, ed. Computational and Mathematical Methods in Medicine. : Hindawi, 2013. Web. ˜

2012 Submissions

Journal Paper

Wang, Linwei, et al. "Transmural Imaging of Ventricular Action Potentials and Post-Infarction Scars in Swine Hearts." IEEE Transactions on Medical Imaging. (2012): in press. Print. *

Wang, Linwei. "Computational Reduction for Noninvasive Transmural Electrophysiological Imaging." Computers in Biology and Medicine. (2012): in press. Print. *

Rahimi, Azar, Jingjia Xu, and Linwei Wang. "Impact of Local Variations in Ventricular Anatomical Models on Transmural Electrophysiological Imaging." Computing in Cardiology. (2012): 957-960. Print. «

Wong, Ken CL, et al. "Strain-Based Regional Nonlinear Cardiac Material Properties Estimation from Medical Images." Medical Image Computing and Computer-Assisted Intervention. (2012): 617-624. Print. «

Corraine, Martin, Sonia Lopez, and Linwei Wang. "GPU Accelerations of Transmural Electrophysiological Imaging." Computing in Cardiology. (2012): 849-952. Print. «

Wang, Linwei and Fady Dawoud. "Transmural Imaging of Ventricular Action Potentials and Post-Infarct Substrates in Porcine Hearts." Computing in Cardiology. (2012): 749-752. Print. «

Mao, Hongda, et al. "Towards Integrated Noninvasive Personalization of Cardiac Electromechanics." IEEE International Symposium on Biomedical Imaging. (2012): 1430-1433. Print. *

Camara, Oscar, et al. "Integration of Different Cardiac Electrophysiological Models into a Single Simulation Pipeline." IEEE International Symposium on Biomedical Imaging. (2012): 1429. Print. *

2011 Submissions

Journal Paper

Wang, Linwei, et al. "Mapping the Transmural Scar and Activation for Patients with Ventricular Arrhythmia." Computing in Cardiology. (2011): 1-4. Print. «

Mao, Hongda, et al. "A Coupled Heart-Torso Framework for Cardiac Electrocardiographic Simulation." Computing in Cardiology. (2011): 1-4. Print. «

Wong, Ken C. L., et al. "A Comparative Study of Physiological Models on Cardiac Deformation Recovery: Effects of Biomechanical Constraints." Medical Image Computing and Computer Assisted Intervention. (2011): 1-8. Print. «

Wang, Linwei, et al. "Transmural Electrophysiologic and Scar Imaging on Porcine Heart with Chronic Infarction." Medical Image Computing and Computer Assisted Intervention Workshop on Statistical Atlases and Computational Models of the Heart. (2011): 1-8. Print. «

Rahimi, Azar and Hongda Mao, Pengcheng Shi and Linwei Wang. "Toward Clinically-Feasible Noninvasive Electrophysiological Imaging: Investigating the Impact of Local Anatomical Detail." Medical Image Computing and Computer Assisted Intervention Workshop on Statistical Atlases and Computational Models of the Heart. (2011): 1-8. Print. «

Mao, Hongda, et al. "Volumetric Modeling Electromechanics of the Heart." Medical Image Computing and Computer Assisted Intervention Workshop on Statistical Atlases and Computational Models of the Heart. (2011): 1-8. Print. «

Elshrif, Mohamed and Linwei Wang and Pengcheng Shi. "Dynamic Classification of Cellular Transmural Transmembrane Potential (TMP) Activity of the Heart." Functional Imaging and Modeling of the Heart. (2011): 36-46. Print. «

Wang, Linwei, et al. "Noninvasive Computational Imaging of Cardiac Electrophysiology for 3D Infarct Quantification." IEEE Transactions on Biomedical Engineering 58. 4 (2011): 1033-1043. Print. «

Camara, Oscar, et al. "Inter-Model Consistency and Complementarity: Learning from ex-vivo Imaging and Electrophysiological Data towards an Integrated Understanding of Cardiac Physiology." Progress in Biophysics and Molecular Biology 107. 1 (2011): 122-133. Print. «

Wong, Ken C. L. and Linwei Wang, Heye Zhang, Huafeng Liu, Pengcheng Shi. "Physiological Fusion of Functional and Structural Images for Cardiac Deformation Recovery." IEEE Transactions on Medical Imaging 30. 4 (2011): 990-1000. Print. «

Invited Keynote/Presentation

Wang, Linwei. "Mapping the Transmural Scar and Activation for Patients with Ventricular Arrhythmia." Computing in Cardiology. Zhejiang University. China, Hangzhou, Zhejiang. 21 Sep. 2011. Keynote Speech. «

2010 Submissions

Published Article

Wang, Linwei, Heye Zhang, Ken C.L. Wong, Huafeng Liu, and Pengcheng Shi. “Physiological-Model-Constrained Noninvasive Reconstruction of Volumetric Myocardial Transmembrane Potentials.” IEEE Transactions on Biomedical Engineering, 57.2 (2010): 296-315. Print. «

Wong Ken C.L., Linwei Wang, Heye Zhang, Huafeng Liu, and Pengcheng Shi. “Meshfree Implementation of Individualized Active Cardiac Dynamics.” Computerized Medical Imaging and Graphics, 34.1 (2010): 91-103. Print. «

Wang, Linwei, Ken C.L. Wong, Heye Zhang, Huafeng Liu, and Pengcheng Shi. “How Much Geometrical Detail Do We Need in Cardiac Electrophysiological Imaging? A Generic Heart-Torso Representation for Fast Subject-Specific Customization.” Statistical Atlases and Computational Models of the Heart, 2010. 232-241. Print. † «

Wang, Linwei, Ken C.L. Wong, Heye Zhang, Huafeng Liu, and Pengcheng Shi. “A Statistical Physiological Model-Constrained Framework for Computational Imaging of Subject-Specific Volumetric Cardiac Electrophysiology Using Optical Imaging and MRI Data.” Statistical Atlases and Computational Models of the Heart, 2010. 261-269. Print. «

Wong, Ken C.L., Linwei Wang, Heye Zhang, and Pengcheng Shi. “Computational Complexity Reduction Via Mode Superposition: Application to Biomechanics-Based Nonlinear Cardiac Deformation Recovery.” 17th IEEE International Conference on Image Processing (ICIP), 2010. 4417-4420. Print. «

Wong, Ken C.L, Linwei Wang, Heye Zhang, and Pengcheng Shi. “Physiological Fusion of Functional and Structural Data for Cardiac Deformation Recovery.” Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2010, 2010. 159-166. Print. † ≠ «