John L. Sapp - RankMe

45 papers A* 1Journal 25Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AI-Based QRS Onset Detection in the Early Ventricular Activation Site ECGs. IEEE J. Biomed. Health Informatics Serhii Reznichenko, John Whitaker, Zixuan Ni, Amir AbdelWahab, Usha B. Tedrow, John L. Sapp, Shijie Zhou
2025	J	`jnl`	A Novel 3D Camera-Based ECG-Imaging System for Electrode Position Discovery and Heart-Torso Registration. IEEE J. Biomed. Health Informatics Nikhil Shenoy, Maryam Toloubidokhti, Omar Gharbia, MirMilad P. Khoshknab, Saman Nazarian, John L. Sapp, Vivek Singh, Ankur Kapoor, Linwei Wang
2024	J	`jnl`	BOATMAP: Bayesian Optimization Active Targeting for Monomorphic Arrhythmia Pace-mapping. Comput. Biol. Medicine Casey Meisenzahl, Karli Gillette, Anton J. Prassl, Gernot Plank, John L. Sapp, Linwei Wang
2024	J	`jnl`	Hybrid Neural State-Space Modeling for Supervised and Unsupervised Electrocardiographic Imaging. IEEE Trans. Medical Imaging Xiajun Jiang, Ryan Missel, Maryam Toloubidokhti, Karli Gillette, Anton J. Prassl, Gernot Plank, B. Milan Horácek, John L. Sapp, Linwei Wang
2023	—	`conf`	Feasibility of ECGI Endocardial Solutions in Localizing the VT Reentrant Circuit. CinC Maryam Toloubidokhti, Omar A. Gharbia, Natalia A. Trayanova, John L. Sapp, Linwei Wang
2022	—	`conf`	Few-Shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-learning. MICCAI (8) Xiajun Jiang, Zhiyuan Li, Ryan Missel, Md Shakil Zaman, Brian Zenger, Wilson W. Good, Rob S. MacLeod, John L. Sapp, Linwei Wang
2022	J	`jnl`	Few-shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-Learning. CoRR Xiajun Jiang, Zhiyuan Li, Ryan Missel, Md Shakil Zaman, Brian Zenger, Wilson W. Good, Rob S. MacLeod, John L. Sapp, Linwei Wang
2022	J	`jnl`	Learning to Disentangle Inter-Subject Anatomical Variations in Electrocardiographic Data. IEEE Trans. Biomed. Eng. Prashnna K. Gyawali, Jaideep Vitthal Murkute, Maryam Toloubidokhti, Xiajun Jiang, B. Milan Horácek, John L. Sapp, Linwei Wang
2021	J	`jnl`	Fast Posterior Estimation of Cardiac Electrophysiological Model Parameters via Bayesian Active Learning. CoRR Md Shakil Zaman, Jwala Dhamala, Pradeep Bajracharya, John L. Sapp, B. Milan Horácek, Katherine C. Wu, Natalia A. Trayanova, Linwei Wang
2021	—	`conf`	Label-Free Physics-Informed Image Sequence Reconstruction with Disentangled Spatial-Temporal Modeling. MICCAI (6) Xiajun Jiang, Ryan Missel, Maryam Toloubidokhti, Zhiyuan Li, Omar Gharbia, John L. Sapp, Linwei Wang
2020	J	`jnl`	A hybrid machine learning approach to localizing the origin of ventricular tachycardia using 12-lead electrocardiograms. Comput. Biol. Medicine Ryan Missel, Prashnna K. Gyawali, Jaideep Vitthal Murkute, Zhiyuan Li, Shijie Zhou, Amir AbdelWahab, Jason Davis, James Warren, John L. Sapp, Linwei Wang
2020	J	`jnl`	Embedding high-dimensional Bayesian optimization via generative modeling: Parameter personalization of cardiac electrophysiological models. Medical Image Anal. Jwala Dhamala, Pradeep Bajracharya, Hermenegild Arevalo, John L. Sapp, B. Milan Horácek, Katherine C. Wu, Natalia A. Trayanova, Linwei Wang
2020	J	`jnl`	High-dimensional Bayesian Optimization of Personalized Cardiac Model Parameters via an Embedded Generative Model. CoRR Jwala Dhamala, Sandesh Ghimire, John L. Sapp, B. Milan Horácek, Linwei Wang
2020	J	`jnl`	Quantifying the Uncertainty in Model Parameters Using Gaussian Process-Based Markov Chain Monte Carlo: An Application to Cardiac Electrophysiological Models. CoRR Jwala Dhamala, John L. Sapp, B. Milan Horácek, Linwei Wang
2020	J	`jnl`	Sequential Factorized Autoencoder for Localizing the Origin of Ventricular Activation From 12-Lead Electrocardiograms. IEEE Trans. Biomed. Eng. Prashnna Kumar Gyawali, B. Milan Horácek, John L. Sapp, Linwei Wang
2019	—	`conf`	Bayesian Optimization on Large Graphs via a Graph Convolutional Generative Model: Application in Cardiac Model Personalization. MICCAI (2) Jwala Dhamala, Sandesh Ghimire, John L. Sapp, B. Milan Horácek, Linwei Wang
2019	J	`jnl`	Bayesian Optimization on Large Graphs via a Graph Convolutional Generative Model: Application in Cardiac Model Personalization. CoRR Jwala Dhamala, Sandesh Ghimire, John L. Sapp, B. Milan Horácek, Linwei Wang
2019	J	`jnl`	Generative Modeling and Inverse Imaging of Cardiac Transmembrane Potential. CoRR Sandesh Ghimire, Jwala Dhamala, Prashnna Kumar Gyawali, John L. Sapp, B. Milan Horácek, Linwei Wang
2019	A*	`conf`	Improving Disentangled Representation Learning with the Beta Bernoulli Process. ICDM Prashnna K. Gyawali, Zhiyuan Li, Cameron Knight, Sandesh Ghimire, B. Milan Horácek, John L. Sapp, Linwei Wang
2019	J	`jnl`	Improving Disentangled Representation Learning with the Beta Bernoulli Process. CoRR Prashnna Kumar Gyawali, Zhiyuan Li, Cameron Knight, Sandesh Ghimire, B. Milan Horácek, John L. Sapp, Linwei Wang
2019	—	`conf`	Improving Generalization of Deep Networks for Inverse Reconstruction of Image Sequences. IPMI Sandesh Ghimire, Prashnna Kumar Gyawali, Jwala Dhamala, John L. Sapp, Milan Horacek, Linwei Wang
2019	J	`jnl`	Improving Generalization of Deep Networks for Inverse Reconstruction of Image Sequences. CoRR Sandesh Ghimire, Prashnna Kumar Gyawali, Jwala Dhamala, John L. Sapp, Milan Horacek, Linwei Wang
2019	J	`jnl`	Localization of Activation Origin on Patient-Specific Endocardial Surface by the Equivalent Double Layer (EDL) Source Model With Sparse Bayesian Learning. IEEE Trans. Biomed. Eng. Shijie Zhou, John L. Sapp, Petr Stovícek, B. Milan Horácek
2019	J	`jnl`	Localization of Activation Origin on Patient-Specific Epicardial Surface by Empirical Bayesian Method. IEEE Trans. Biomed. Eng. Shijie Zhou, John L. Sapp, Fady Dawoud, B. Milan Horácek
2019	J	`jnl`	Noninvasive Reconstruction of Transmural Transmembrane Potential With Simultaneous Estimation of Prior Model Error. IEEE Trans. Medical Imaging Sandesh Ghimire, John L. Sapp, B. Milan Horácek, Linwei Wang
2018	—	`conf`	An algorithm for imaging isochrones of ventricular activation on patient-specific epicardial surface. CinC Shijie Zhou, John L. Sapp, Amir AbdelWahab, Milan Horacek
2018	J	`jnl`	Deep Generative Model with Beta Bernoulli Process for Modeling and Learning Confounding Factors. CoRR Prashnna K. Gyawali, Cameron Knight, Sandesh Ghimire, B. Milan Horácek, John L. Sapp, Linwei Wang
2018	—	`conf`	Generative Modeling and Inverse Imaging of Cardiac Transmembrane Potential. MICCAI (2) Sandesh Ghimire, Jwala Dhamala, Prashnna Kumar Gyawali, John L. Sapp, Milan Horacek, Linwei Wang
2018	—	`conf`	High-Dimensional Bayesian Optimization of Personalized Cardiac Model Parameters via an Embedded Generative Model. MICCAI (2) Jwala Dhamala, Sandesh Ghimire, John L. Sapp, B. Milan Horácek, Linwei Wang
2018	J	`jnl`	Improving Generalization of Sequence Encoder-Decoder Networks for Inverse Imaging of Cardiac Transmembrane Potential. CoRR Sandesh Ghimire, Prashnna Kumar Gyawali, John L. Sapp, Milan Horacek, Linwei Wang
2018	—	`conf`	Learning Disentangled Representation from 12-Lead Electrograms: Application in Localizing the Origin of Ventricular Tachycardia. AAAI Workshops Prashnna K. Gyawali, B. Milan Horácek, John L. Sapp, Linwei Wang
2018	J	`jnl`	Learning disentangled representation from 12-lead electrograms: application in localizing the origin of Ventricular Tachycardia. CoRR Prashnna K. Gyawali, B. Milan Horácek, John L. Sapp, Linwei Wang
2018	J	`jnl`	Quantifying the uncertainty in model parameters using Gaussian process-based Markov chain Monte Carlo in cardiac electrophysiology. Medical Image Anal. Jwala Dhamala, Hermenegild Arevalo, John L. Sapp, B. Milan Horácek, Katherine C. Wu, Natalia A. Trayanova, Linwei Wang
2017	—	`conf`	A Variational Approach to Sparse Model Error Estimation in Cardiac Electrophysiological Imaging. MICCAI (2) Sandesh Ghimire, John L. Sapp, Milan Horacek, Linwei Wang
2017	—	`conf`	Automatic Coordinate Prediction of the Exit of Ventricular Tachycardia from 12-Lead Electrocardiogram. CinC Prashnna K. Gyawali, Shuhang Chen, Huafeng Liu, B. Milan Horácek, John L. Sapp, Linwei Wang
2017	—	`conf`	Disentangling inter-subject variations: Automatic localization of ventricular tachycardia origin from 12-lead electrocardiograms. ISBI Shuhang Chen, Prashnna K. Gyawali, Huafeng Liu, B. Milan Horácek, John L. Sapp, Linwei Wang
2017	—	`conf`	Quantifying the Uncertainty in Model Parameters Using Gaussian Process-Based Markov Chain Monte Carlo: An Application to Cardiac Electrophysiological Models. IPMI Jwala Dhamala, John L. Sapp, Milan Horacek, Linwei Wang
2017	J	`jnl`	Spatially Adaptive Multi-Scale Optimization for Local Parameter Estimation in Cardiac Electrophysiology. IEEE Trans. Medical Imaging Jwala Dhamala, Hermenegild Arevalo, John L. Sapp, Milan Horacek, Katherine C. Wu, Natalia A. Trayanova, Linwei Wang
2016	J	`jnl`	Examining the Impact of Prior Models in Transmural Electrophysiological Imaging: A Hierarchical Multiple-Model Bayesian Approach. IEEE Trans. Medical Imaging Azar Rahimi, John L. Sapp, Jingjia Xu, Peter Bajorski, Milan Horacek, Linwei Wang
2016	—	`conf`	Noninvasive Epicardial and Endocardial Electrocardiographic Imaging of Scar-Related Ventricular Tachycardia. CinC Linwei Wang, Omar Gharbia, Sandesh Ghimire, Milan Horacek, John L. Sapp
2016	—	`conf`	Spatially-Adaptive Multi-scale Optimization for Local Parameter Estimation: Application in Cardiac Electrophysiological Models. MICCAI (3) Jwala Dhamala, John L. Sapp, Milan Horacek, Linwei Wang
2015	—	`conf`	Robust Transmural Electrophysiological Imaging: Integrating Sparse and Dynamic Physiological Models into ECG-Based Inference. MICCAI (2) Jingjia Xu, John L. Sapp, Azar Rahimi Dehaghani, Fei Gao, Milan Horacek, Linwei Wang
2015	—	`conf`	Validation of the Vessel-Specific Leads (VSLs) for Acute Ischemia Detection on a Dataset with Non- Ischemic ST-Segment Deviation. CinC John Wang, Olle Pahlm, Galen Wagner, James Warren, Milan Horacek, John L. Sapp
2014	—	`conf`	Variational Bayesian Electrophysiological Imaging of Myocardial Infarction. MICCAI (2) Jingjia Xu, John L. Sapp, Azar Rahimi Dehaghani, Fei Gao, Linwei Wang
2013	—	`conf`	Non-Invasive Epicardial Imaging of Human Ventricular Fibrillation. CinC John R. Fitz-Clarke, John L. Sapp, B. Milan Horácek