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B. Milan Horácek
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2020 – today
- 2024
- [j15]Xiajun Jiang
, Ryan Missel, Maryam Toloubidokhti, Karli Gillette
Hybrid Neural State-Space Modeling for Supervised and Unsupervised Electrocardiographic Imaging. IEEE Trans. Medical Imaging 43(8): 2733-2744 (2024) - 2022
- [j14]Prashnna K. Gyawali
Learning to Disentangle Inter-Subject Anatomical Variations in Electrocardiographic Data. IEEE Trans. Biomed. Eng. 69(2): 860-870 (2022) - 2021
- [i10]Md Shakil Zaman, Jwala Dhamala, Pradeep Bajracharya, John L. Sapp, B. Milan Horácek, Katherine C. Wu, Natalia A. Trayanova, Linwei Wang:
Fast Posterior Estimation of Cardiac Electrophysiological Model Parameters via Bayesian Active Learning. CoRR abs/2110.06851 (2021) - 2020
- [j13]Jwala Dhamala
Embedding high-dimensional Bayesian optimization via generative modeling: Parameter personalization of cardiac electrophysiological models. Medical Image Anal. 62: 101670 (2020) - [j12]Prashnna Kumar Gyawali
Sequential Factorized Autoencoder for Localizing the Origin of Ventricular Activation From 12-Lead Electrocardiograms. IEEE Trans. Biomed. Eng. 67(5): 1505-1516 (2020) - [i9]Jwala Dhamala, Sandesh Ghimire, John L. Sapp, B. Milan Horácek, Linwei Wang:
High-dimensional Bayesian Optimization of Personalized Cardiac Model Parameters via an Embedded Generative Model. CoRR abs/2005.07804 (2020) - [i8]Jwala Dhamala, John L. Sapp, B. Milan Horácek, Linwei Wang:
Quantifying the Uncertainty in Model Parameters Using Gaussian Process-Based Markov Chain Monte Carlo: An Application to Cardiac Electrophysiological Models. CoRR abs/2006.01983 (2020)
2010 – 2019
- 2019
- [j11]Shijie Zhou, John L. Sapp
Localization of Activation Origin on Patient-Specific Epicardial Surface by Empirical Bayesian Method. IEEE Trans. Biomed. Eng. 66(5): 1380-1389 (2019) - [j10]Shijie Zhou, John L. Sapp
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. 66(8): 2287-2295 (2019) - [j9]Sandesh Ghimire
Noninvasive Reconstruction of Transmural Transmembrane Potential With Simultaneous Estimation of Prior Model Error. IEEE Trans. Medical Imaging 38(11): 2582-2595 (2019) - [c19]Prashnna K. Gyawali, Zhiyuan Li, Cameron Knight, Sandesh Ghimire, B. Milan Horácek, John L. Sapp, Linwei Wang:
Improving Disentangled Representation Learning with the Beta Bernoulli Process. ICDM 2019: 1078-1083 - [c18]Sandesh Ghimire, Prashnna Kumar Gyawali, Jwala Dhamala, John L. Sapp, Milan Horacek, Linwei Wang:
Improving Generalization of Deep Networks for Inverse Reconstruction of Image Sequences. IPMI 2019: 153-166 - [c17]Jwala Dhamala, Sandesh Ghimire, John L. Sapp, B. Milan Horácek, Linwei Wang:
Bayesian Optimization on Large Graphs via a Graph Convolutional Generative Model: Application in Cardiac Model Personalization. MICCAI (2) 2019: 458-467 - [i7]Sandesh Ghimire, Prashnna Kumar Gyawali, Jwala Dhamala, John L. Sapp, Milan Horacek, Linwei Wang:
Improving Generalization of Deep Networks for Inverse Reconstruction of Image Sequences. CoRR abs/1903.02948 (2019) - [i6]Sandesh Ghimire, Jwala Dhamala, Prashnna Kumar Gyawali, John L. Sapp, B. Milan Horácek, Linwei Wang:
Generative Modeling and Inverse Imaging of Cardiac Transmembrane Potential. CoRR abs/1905.04803 (2019) - [i5]Jwala Dhamala, Sandesh Ghimire, John L. Sapp, B. Milan Horácek, Linwei Wang:
Bayesian Optimization on Large Graphs via a Graph Convolutional Generative Model: Application in Cardiac Model Personalization. CoRR abs/1907.01406 (2019) - [i4]Prashnna Kumar Gyawali, Zhiyuan Li, Cameron Knight, Sandesh Ghimire, B. Milan Horácek, John L. Sapp, Linwei Wang:
Improving Disentangled Representation Learning with the Beta Bernoulli Process. CoRR abs/1909.01839 (2019) - 2018
- [j8]Jwala Dhamala
Quantifying the uncertainty in model parameters using Gaussian process-based Markov chain Monte Carlo in cardiac electrophysiology. Medical Image Anal. 48: 43-57 (2018) - [c16]Prashnna K. Gyawali, B. Milan Horácek, John L. Sapp, Linwei Wang:
Learning Disentangled Representation from 12-Lead Electrograms: Application in Localizing the Origin of Ventricular Tachycardia. AAAI Workshops 2018: 443-450 - [c15]Wilson Good, Burak Erem, Jaume Coll-Font, Brian Zenger, Dana H. Brooks, Rob S. MacLeod, Milan Horacek:
Novel Metric Using Laplacian Eigenmaps to Evaluate Ischemic Stress on the Torso Surface. CinC 2018: 1-4 - [c14]Shijie Zhou, John L. Sapp, Amir AbdelWahab, Milan Horacek:
An algorithm for imaging isochrones of ventricular activation on patient-specific epicardial surface. CinC 2018: 1-4 - [c13]Jwala Dhamala, Sandesh Ghimire, John L. Sapp, B. Milan Horácek, Linwei Wang:
High-Dimensional Bayesian Optimization of Personalized Cardiac Model Parameters via an Embedded Generative Model. MICCAI (2) 2018: 499-507 - [c12]Sandesh Ghimire, Jwala Dhamala, Prashnna Kumar Gyawali, John L. Sapp, Milan Horacek, Linwei Wang:
Generative Modeling and Inverse Imaging of Cardiac Transmembrane Potential. MICCAI (2) 2018: 508-516 - [i3]Prashnna K. Gyawali, B. Milan Horácek, John L. Sapp, Linwei Wang:
Learning disentangled representation from 12-lead electrograms: application in localizing the origin of Ventricular Tachycardia. CoRR abs/1808.01524 (2018) - [i2]Sandesh Ghimire, Prashnna Kumar Gyawali, John L. Sapp, Milan Horacek, Linwei Wang:
Improving Generalization of Sequence Encoder-Decoder Networks for Inverse Imaging of Cardiac Transmembrane Potential. CoRR abs/1810.05713 (2018) - [i1]Prashnna K. Gyawali, Cameron Knight, Sandesh Ghimire, B. Milan Horácek, John L. Sapp, Linwei Wang:
Deep Generative Model with Beta Bernoulli Process for Modeling and Learning Confounding Factors. CoRR abs/1811.00073 (2018) - 2017
- [j7]Jwala Dhamala
Spatially Adaptive Multi-Scale Optimization for Local Parameter Estimation in Cardiac Electrophysiology. IEEE Trans. Medical Imaging 36(9): 1966-1978 (2017) - [c11]Prashnna K. Gyawali, Shuhang Chen, Huafeng Liu, B. Milan Horácek, John L. Sapp, Linwei Wang:
Automatic Coordinate Prediction of the Exit of Ventricular Tachycardia from 12-Lead Electrocardiogram. CinC 2017 - [c10]Jwala Dhamala, John L. Sapp, Milan Horacek, Linwei Wang:
Quantifying the Uncertainty in Model Parameters Using Gaussian Process-Based Markov Chain Monte Carlo: An Application to Cardiac Electrophysiological Models. IPMI 2017: 223-235 - [c9]Shuhang Chen, Prashnna K. Gyawali, Huafeng Liu, B. Milan Horácek, John L. Sapp, Linwei Wang:
Disentangling inter-subject variations: Automatic localization of ventricular tachycardia origin from 12-lead electrocardiograms. ISBI 2017: 616-619 - [c8]Sandesh Ghimire, John L. Sapp, Milan Horacek, Linwei Wang:
A Variational Approach to Sparse Model Error Estimation in Cardiac Electrophysiological Imaging. MICCAI (2) 2017: 745-753 - 2016
- [j6]Azar Rahimi, John L. Sapp, Jingjia Xu, Peter Bajorski, Milan Horacek, Linwei Wang:
Examining the Impact of Prior Models in Transmural Electrophysiological Imaging: A Hierarchical Multiple-Model Bayesian Approach. IEEE Trans. Medical Imaging 35(1): 229-243 (2016) - [c7]Linwei Wang, Omar Gharbia, Sandesh Ghimire, Milan Horacek, John L. Sapp:
Noninvasive Epicardial and Endocardial Electrocardiographic Imaging of Scar-Related Ventricular Tachycardia. CinC 2016 - [c6]Jwala Dhamala, John L. Sapp, Milan Horacek, Linwei Wang:
Spatially-Adaptive Multi-scale Optimization for Local Parameter Estimation: Application in Cardiac Electrophysiological Models. MICCAI (3) 2016: 282-290 - 2015
- [c5]John Wang, Olle Pahlm, Galen Wagner, James Warren, Milan Horacek, John L. Sapp:
Validation of the Vessel-Specific Leads (VSLs) for Acute Ischemia Detection on a Dataset with Non- Ischemic ST-Segment Deviation. CinC 2015: 849-852 - [c4]Jingjia Xu, John L. Sapp, Azar Rahimi Dehaghani, Fei Gao, Milan Horacek, Linwei Wang:
Robust Transmural Electrophysiological Imaging: Integrating Sparse and Dynamic Physiological Models into ECG-Based Inference. MICCAI (2) 2015: 519-527 - 2013
- [c3]John R. Fitz-Clarke, John L. Sapp, B. Milan Horácek:
Non-Invasive Epicardial Imaging of Human Ventricular Fibrillation. CinC 2013: 607-610
2000 – 2009
- 2005
- [j5]John C. Clements, B. Milan Horácek:
Analytic solution of the anisotropic bidomain equations for myocardial tissue: the effect of adjoining conductive regions. IEEE Trans. Biomed. Eng. 52(10): 1784-1788 (2005) - 2003
- [j4]R. Hren, B. Milan Horácek:
The effect of nontransmural necroses on epicardial potential maps during paced activation: a simulation study. Comput. Biol. Medicine 33(3): 251-258 (2003) - 2001
- [c2]B. Milan Horácek, Kim Simelius, Rok Hren, Jukka Nenonen:
Challenges in Modelling Human Heart's Total Excitation. FIMH 2001: 39-46 - [c1]Kim Simelius, Jukka Nenonen, B. Milan Horácek:
Simulation of Anisotropic Propagation in the Myocardium with a Hybrid Bidomain Model. FIMH 2001: 140-147
1990 – 1999
- 1991
- [j3]Jukka Nenonen, Christopher John Purcell, B. Milan Horácek, Gerhard Stroink, Toivo Katila:
Magnetocardiographic functional localization using a current dipole in a realistic torso. IEEE Trans. Biomed. Eng. 38(7): 658-664 (1991)
1980 – 1989
- 1989
- [j2]Shalini S. Periyalwar, Sherwin T. Nugent, B. Milan Horácek:
Two-dimensional Fourier spectrum of QRST integral maps in classification of patients prone to ventricular arrhythmia. IEEE Trans. Biomed. Eng. 36(4): 493-496 (1989) - 1988
- [j1]Christopher John Purcell, Gerhard Stroink, B. Milan Horácek:
Effect of torso boundaries on electric potential and magnetic field of a dipole. IEEE Trans. Biomed. Eng. 35(9): 671-678 (1988)
Coauthor Index
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