B. Milan Horácek
Orcid: 0000-0001-6902-7787
According to our database1,
B. Milan Horácek
authored at least 37 papers
between 1988 and 2024.
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Bibliography
2024
Hybrid Neural State-Space Modeling for Supervised and Unsupervised Electrocardiographic Imaging.
IEEE Trans. Medical Imaging, August, 2024
2022
Learning to Disentangle Inter-Subject Anatomical Variations in Electrocardiographic Data.
IEEE Trans. Biomed. Eng., 2022
2021
Fast Posterior Estimation of Cardiac Electrophysiological Model Parameters via Bayesian Active Learning.
CoRR, 2021
2020
Sequential Factorized Autoencoder for Localizing the Origin of Ventricular Activation From 12-Lead Electrocardiograms.
IEEE Trans. Biomed. Eng., 2020
Embedding high-dimensional Bayesian optimization via generative modeling: Parameter personalization of cardiac electrophysiological models.
Medical Image Anal., 2020
2019
Noninvasive Reconstruction of Transmural Transmembrane Potential With Simultaneous Estimation of Prior Model Error.
IEEE Trans. Medical Imaging, 2019
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., 2019
Localization of Activation Origin on Patient-Specific Epicardial Surface by Empirical Bayesian Method.
IEEE Trans. Biomed. Eng., 2019
Bayesian Optimization on Large Graphs via a Graph Convolutional Generative Model: Application in Cardiac Model Personalization.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Improving Generalization of Deep Networks for Inverse Reconstruction of Image Sequences.
Proceedings of the Information Processing in Medical Imaging, 2019
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019
2018
Quantifying the uncertainty in model parameters using Gaussian process-based Markov chain Monte Carlo in cardiac electrophysiology.
Medical Image Anal., 2018
Deep Generative Model with Beta Bernoulli Process for Modeling and Learning Confounding Factors.
CoRR, 2018
Improving Generalization of Sequence Encoder-Decoder Networks for Inverse Imaging of Cardiac Transmembrane Potential.
CoRR, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
High-Dimensional Bayesian Optimization of Personalized Cardiac Model Parameters via an Embedded Generative Model.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
An algorithm for imaging isochrones of ventricular activation on patient-specific epicardial surface.
Proceedings of the Computing in Cardiology, 2018
Novel Metric Using Laplacian Eigenmaps to Evaluate Ischemic Stress on the Torso Surface.
Proceedings of the Computing in Cardiology, 2018
Learning Disentangled Representation from 12-Lead Electrograms: Application in Localizing the Origin of Ventricular Tachycardia.
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Spatially Adaptive Multi-Scale Optimization for Local Parameter Estimation in Cardiac Electrophysiology.
IEEE Trans. Medical Imaging, 2017
A Variational Approach to Sparse Model Error Estimation in Cardiac Electrophysiological Imaging.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Disentangling inter-subject variations: Automatic localization of ventricular tachycardia origin from 12-lead electrocardiograms.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Quantifying the Uncertainty in Model Parameters Using Gaussian Process-Based Markov Chain Monte Carlo: An Application to Cardiac Electrophysiological Models.
Proceedings of the Information Processing in Medical Imaging, 2017
Automatic Coordinate Prediction of the Exit of Ventricular Tachycardia from 12-Lead Electrocardiogram.
Proceedings of the Computing in Cardiology, 2017
2016
Examining the Impact of Prior Models in Transmural Electrophysiological Imaging: A Hierarchical Multiple-Model Bayesian Approach.
IEEE Trans. Medical Imaging, 2016
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 2016, 2016
Noninvasive Epicardial and Endocardial Electrocardiographic Imaging of Scar-Related Ventricular Tachycardia.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016
2015
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 2015, 2015
Validation of the Vessel-Specific Leads (VSLs) for Acute Ischemia Detection on a Dataset with Non- Ischemic ST-Segment Deviation.
Proceedings of the Computing in Cardiology, 2015
2013
Proceedings of the Computing in Cardiology, 2013
2005
Analytic solution of the anisotropic bidomain equations for myocardial tissue: the effect of adjoining conductive regions.
IEEE Trans. Biomed. Eng., 2005
2003
The effect of nontransmural necroses on epicardial potential maps during paced activation: a simulation study.
Comput. Biol. Medicine, 2003
2001
Simulation of Anisotropic Propagation in the Myocardium with a Hybrid Bidomain Model.
Proceedings of the Functional Imaging and Modeling of the Heart, 2001
Proceedings of the Functional Imaging and Modeling of the Heart, 2001
1991
Magnetocardiographic functional localization using a current dipole in a realistic torso.
IEEE Trans. Biomed. Eng., 1991
1989
Two-dimensional Fourier spectrum of QRST integral maps in classification of patients prone to ventricular arrhythmia.
IEEE Trans. Biomed. Eng., 1989
1988
IEEE Trans. Biomed. Eng., 1988