B. Milan Horácek

30 papers A* 1Journal 21Unranked 8
YearRankTypeTitle / Venue / Authors
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
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
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 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 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
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 — 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
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
2013 — conf
Non-Invasive Epicardial Imaging of Human Ventricular Fibrillation.
CinC
John R. Fitz-Clarke, John L. Sapp, B. Milan Horácek
2005 J jnl
Analytic solution of the anisotropic bidomain equations for myocardial tissue: the effect of adjoining conductive regions.
IEEE Trans. Biomed. Eng.
John C. Clements, B. Milan Horácek
2003 J jnl
The effect of nontransmural necroses on epicardial potential maps during paced activation: a simulation study.
Comput. Biol. Medicine
R. Hren, B. Milan Horácek
2001 — conf
Challenges in Modelling Human Heart's Total Excitation.
FIMH
B. Milan Horácek, Kim Simelius, Rok Hren, Jukka Nenonen
2001 — conf
Simulation of Anisotropic Propagation in the Myocardium with a Hybrid Bidomain Model.
FIMH
Kim Simelius, Jukka Nenonen, B. Milan Horácek
1991 J jnl
Magnetocardiographic functional localization using a current dipole in a realistic torso.
IEEE Trans. Biomed. Eng.
Jukka Nenonen, Christopher John Purcell, B. Milan Horácek, Gerhard Stroink, Toivo Katila
1989 J jnl
Two-dimensional Fourier spectrum of QRST integral maps in classification of patients prone to ventricular arrhythmia.
IEEE Trans. Biomed. Eng.
Shalini S. Periyalwar, Sherwin T. Nugent, B. Milan Horácek
1988 J jnl
Effect of torso boundaries on electric potential and magnetic field of a dipole.
IEEE Trans. Biomed. Eng.
Christopher John Purcell, Gerhard Stroink, B. Milan Horácek