Non-Invasive Epicardial Imaging of Human Ventricular Fibrillation. - John R. Fitz-Clarke; John L. Sapp; B. Milan Horácek (CinC, 2013)

Variational Bayesian Electrophysiological Imaging of Myocardial Infarction. - Jingjia Xu; John L. Sapp; Azar Rahimi Dehaghani; Fei Gao; Linwei Wang (MICCAI (2), 2014)

Validation of the Vessel-Specific Leads (VSLs) for Acute Ischemia Detection on a Dataset with Non- Ischemic ST-Segment Deviation. - John Wang; Olle Pahlm; Galen Wagner; James Warren; Milan Horacek; John L. Sapp (CinC, 2015)

Robust Transmural Electrophysiological Imaging: Integrating Sparse and Dynamic Physiological Models into ECG-Based Inference. - Jingjia Xu; John L. Sapp; Azar Rahimi Dehaghani; Fei Gao; Milan Horacek; Linwei Wang (MICCAI (2), 2015)

Noninvasive Epicardial and Endocardial Electrocardiographic Imaging of Scar-Related Ventricular Tachycardia. - Linwei Wang; Omar Gharbia; Sandesh Ghimire; Milan Horacek; John L. Sapp (CinC, 2016)

Spatially-Adaptive Multi-scale Optimization for Local Parameter Estimation: Application in Cardiac Electrophysiological Models. - Jwala Dhamala; John L. Sapp; Milan Horacek; Linwei Wang (MICCAI (3), 2016)

Examining the Impact of Prior Models in Transmural Electrophysiological Imaging: A Hierarchical Multiple-Model Bayesian Approach. - Azar Rahimi; John L. Sapp; Jingjia Xu; Peter Bajorski; Milan Horacek; Linwei Wang (IEEE Trans. Medical Imaging, 2016)

Automatic Coordinate Prediction of the Exit of Ventricular Tachycardia from 12-Lead Electrocardiogram. - Prashnna K. Gyawali; Shuhang Chen; Huafeng Liu 003; B. Milan Horácek; John L. Sapp; Linwei Wang (CinC, 2017)

Quantifying the Uncertainty in Model Parameters Using Gaussian Process-Based Markov Chain Monte Carlo: An Application to Cardiac Electrophysiological Models. - Jwala Dhamala; John L. Sapp; Milan Horacek; Linwei Wang (IPMI, 2017)

Disentangling inter-subject variations: Automatic localization of ventricular tachycardia origin from 12-lead electrocardiograms. - Shuhang Chen; Prashnna K. Gyawali; Huafeng Liu 003; B. Milan Horácek; John L. Sapp; Linwei Wang (ISBI, 2017)

A Variational Approach to Sparse Model Error Estimation in Cardiac Electrophysiological Imaging. - Sandesh Ghimire; John L. Sapp; Milan Horacek; Linwei Wang (MICCAI (2), 2017)

Spatially Adaptive Multi-Scale Optimization for Local Parameter Estimation in Cardiac Electrophysiology. - Jwala Dhamala; Hermenegild Arevalo; John L. Sapp; Milan Horacek; Katherine C. Wu; Natalia A. Trayanova; Linwei Wang (IEEE Trans. Medical Imaging, 2017)

Learning Disentangled Representation from 12-Lead Electrograms: Application in Localizing the Origin of Ventricular Tachycardia. - Prashnna K. Gyawali; B. Milan Horácek; John L. Sapp; Linwei Wang (AAAI Workshops, 2018)

An algorithm for imaging isochrones of ventricular activation on patient-specific epicardial surface. - Shijie Zhou; John L. Sapp; Amir AbdelWahab; Milan Horacek (CinC, 2018)

High-Dimensional Bayesian Optimization of Personalized Cardiac Model Parameters via an Embedded Generative Model. - Jwala Dhamala; Sandesh Ghimire; John L. Sapp; B. Milan Horácek; Linwei Wang (MICCAI (2), 2018)

Generative Modeling and Inverse Imaging of Cardiac Transmembrane Potential. - Sandesh Ghimire; Jwala Dhamala; Prashnna Kumar Gyawali; John L. Sapp; Milan Horacek; Linwei Wang (MICCAI (2), 2018)

Improving Generalization of Sequence Encoder-Decoder Networks for Inverse Imaging of Cardiac Transmembrane Potential. - Sandesh Ghimire; Prashnna Kumar Gyawali; John L. Sapp; Milan Horacek; Linwei Wang (CoRR, 2018)

Deep Generative Model with Beta Bernoulli Process for Modeling and Learning Confounding Factors. - Prashnna K. Gyawali; Cameron Knight; Sandesh Ghimire; B. Milan Horácek; John L. Sapp; Linwei Wang (CoRR, 2018)

Quantifying the uncertainty in model parameters using Gaussian process-based Markov chain Monte Carlo in cardiac electrophysiology. - Jwala Dhamala; Hermenegild Arevalo; John L. Sapp; B. Milan Horácek; Katherine C. Wu; Natalia A. Trayanova; Linwei Wang (Medical Image Anal., 2018)

Improving Disentangled Representation Learning with the Beta Bernoulli Process. - Prashnna K. Gyawali; Zhiyuan Li 007; Cameron Knight; Sandesh Ghimire; B. Milan Horácek; John L. Sapp; Linwei Wang (ICDM, 2019)

Improving Generalization of Deep Networks for Inverse Reconstruction of Image Sequences. - Sandesh Ghimire; Prashnna Kumar Gyawali; Jwala Dhamala; John L. Sapp; Milan Horacek; Linwei Wang (IPMI, 2019)

Bayesian Optimization on Large Graphs via a Graph Convolutional Generative Model: Application in Cardiac Model Personalization. - Jwala Dhamala; Sandesh Ghimire; John L. Sapp; B. Milan Horácek; Linwei Wang (MICCAI (2), 2019)

Localization of Activation Origin on Patient-Specific Epicardial Surface by Empirical Bayesian Method. - Shijie Zhou; John L. Sapp; Fady Dawoud; B. Milan Horácek (IEEE Trans. Biomed. Eng., 2019)

Localization of Activation Origin on Patient-Specific Endocardial Surface by the Equivalent Double Layer (EDL) Source Model With Sparse Bayesian Learning. - Shijie Zhou; John L. Sapp; Petr Stovícek; B. Milan Horácek (IEEE Trans. Biomed. Eng., 2019)

Noninvasive Reconstruction of Transmural Transmembrane Potential With Simultaneous Estimation of Prior Model Error. - Sandesh Ghimire; John L. Sapp; B. Milan Horácek; Linwei Wang (IEEE Trans. Medical Imaging, 2019)

A hybrid machine learning approach to localizing the origin of ventricular tachycardia using 12-lead electrocardiograms. - Ryan Missel; Prashnna K. Gyawali; Jaideep Vitthal Murkute; Zhiyuan Li 007; Shijie Zhou; Amir AbdelWahab; Jason Davis; James Warren; John L. Sapp; Linwei Wang (Comput. Biol. Medicine, 2020)

Embedding high-dimensional Bayesian optimization via generative modeling: Parameter personalization of cardiac electrophysiological models. - Jwala Dhamala; Pradeep Bajracharya; Hermenegild Arevalo; John L. Sapp; B. Milan Horácek; Katherine C. Wu; Natalia A. Trayanova; Linwei Wang (Medical Image Anal., 2020)

Sequential Factorized Autoencoder for Localizing the Origin of Ventricular Activation From 12-Lead Electrocardiograms. - Prashnna Kumar Gyawali; B. Milan Horácek; John L. Sapp; Linwei Wang (IEEE Trans. Biomed. Eng., 2020)

Label-Free Physics-Informed Image Sequence Reconstruction with Disentangled Spatial-Temporal Modeling. - Xiajun Jiang; Ryan Missel; Maryam Toloubidokhti; Zhiyuan Li 007; Omar Gharbia; John L. Sapp; Linwei Wang (MICCAI (6), 2021)

Fast Posterior Estimation of Cardiac Electrophysiological Model Parameters via Bayesian Active Learning. - Md Shakil Zaman; Jwala Dhamala; Pradeep Bajracharya; John L. Sapp; B. Milan Horácek; Katherine C. Wu; Natalia A. Trayanova; Linwei Wang (CoRR, 2021)

Few-Shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-learning. - Xiajun Jiang; Zhiyuan Li 007; Ryan Missel; Md Shakil Zaman; Brian Zenger; Wilson W. Good; Rob S. MacLeod; John L. Sapp; Linwei Wang (MICCAI (8), 2022)

Learning to Disentangle Inter-Subject Anatomical Variations in Electrocardiographic Data. - Prashnna K. Gyawali; Jaideep Vitthal Murkute; Maryam Toloubidokhti; Xiajun Jiang; B. Milan Horácek; John L. Sapp; Linwei Wang (IEEE Trans. Biomed. Eng., 2022)

Feasibility of ECGI Endocardial Solutions in Localizing the VT Reentrant Circuit. - Maryam Toloubidokhti; Omar A. Gharbia; Natalia A. Trayanova; John L. Sapp; Linwei Wang (CinC, 2023)

BOATMAP: Bayesian Optimization Active Targeting for Monomorphic Arrhythmia Pace-mapping. - Casey Meisenzahl; Karli Gillette; Anton J. Prassl; Gernot Plank; John L. Sapp; Linwei Wang (Comput. Biol. Medicine, 2024)

Hybrid Neural State-Space Modeling for Supervised and Unsupervised Electrocardiographic Imaging. - Xiajun Jiang; Ryan Missel; Maryam Toloubidokhti; Karli Gillette; Anton J. Prassl; Gernot Plank; B. Milan Horácek; John L. Sapp; Linwei Wang (IEEE Trans. Medical Imaging, 2024)

A Novel 3D Camera-Based ECG-Imaging System for Electrode Position Discovery and Heart-Torso Registration. - Nikhil Shenoy; Maryam Toloubidokhti; Omar Gharbia; MirMilad P. Khoshknab; Saman Nazarian; John L. Sapp; Vivek Singh; Ankur Kapoor; Linwei Wang (IEEE J. Biomed. Health Informatics, 2025)