Natalia A. Trayanova
Orcid: 0000-0002-8661-063X
According to our database1,
Natalia A. Trayanova
authored at least 48 papers
between 1999 and 2024.
Collaborative distances:
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Bibliography
2024
DIMON: Learning Solution Operators of Partial Differential Equations on a Diffeomorphic Family of Domains.
CoRR, 2024
2023
Proceedings of the Computing in Cardiology, 2023
2022
The role of mechano-electric feedbacks and hemodynamic coupling in scar-related ventricular tachycardia.
Comput. Biol. Medicine, 2022
LASSNet: A Four Steps Deep Neural Network for Left Atrial Segmentation and Scar Quantification.
Proceedings of the Left Atrial and Scar Quantification and Segmentation - First Challenge, 2022
2021
Fast Posterior Estimation of Cardiac Electrophysiological Model Parameters via Bayesian Active Learning.
CoRR, 2021
Electromechanical modeling of human ventricles with ischemic cardiomyopathy: numerical simulations in sinus rhythm and under arrhythmia.
Comput. Biol. Medicine, 2021
Impact of augmented-reality improvement in ablation catheter navigation as assessed by virtual-heart simulations of ventricular tachycardia ablation.
Comput. Biol. Medicine, 2021
Repolarization Gradients Alter Post-infarct Ventricular Tachycardia Dynamics in Patient-Specific Computational Heart Models.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
2020
Embedding high-dimensional Bayesian optimization via generative modeling: Parameter personalization of cardiac electrophysiological models.
Medical Image Anal., 2020
Anatomically-Informed Deep Learning on Contrast-Enhanced Cardiac MRI for Scar Segmentation and Clinical Feature Extraction.
CoRR, 2020
2019
Universal atrial coordinates applied to visualisation, registration and construction of patient specific meshes.
Medical Image Anal., 2019
2018
Quantifying the uncertainty in model parameters using Gaussian process-based Markov chain Monte Carlo in cardiac electrophysiology.
Medical Image Anal., 2018
Computational analysis of the effect of mitral and aortic regurgitation on the function of ventricular assist devices using 3D cardiac electromechanical model.
Medical Biol. Eng. Comput., 2018
Computational prediction of the effects of the intra-aortic balloon pump on heart failure with valvular regurgitation using a 3D cardiac electromechanical model.
Medical Biol. Eng. Comput., 2018
Influence of LVAD function on mechanical unloading and electromechanical delay: a simulation study.
Medical Biol. Eng. Comput., 2018
Optimal contrast-enhanced MRI image thresholding for accurate prediction of ventricular tachycardia using ex-vivo high resolution models.
Comput. Biol. Medicine, 2018
Computational Heart Modeling for Evaluating Efficacy of MRI Techniques in Predicting Appropriate ICD Therapy.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
2017
Spatially Adaptive Multi-Scale Optimization for Local Parameter Estimation in Cardiac Electrophysiology.
IEEE Trans. Medical Imaging, 2017
2016
Myocardial Infarct Segmentation From Magnetic Resonance Images for Personalized Modeling of Cardiac Electrophysiology.
IEEE Trans. Medical Imaging, 2016
2015
Corrigendum to: Computational modeling of cardiac optogenetics: Methodology overview & review of findings from simulations [Comput. Biol. Med. 65C (2015) 200-208].
Comput. Biol. Medicine, 2015
Computational modeling of cardiac optogenetics: Methodology overview & review of findings from simulations.
Comput. Biol. Medicine, 2015
Image-based reconstruction of 3D myocardial infarct geometry for patient specific applications.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
2014
Disrupted Calcium Release as a Mechanism for Atrial Alternans Associated with Human Atrial Fibrillation.
PLoS Comput. Biol., 2014
Myocardial Infarct Segmentation and Reconstruction from 2D Late-Gadolinium Enhanced Magnetic Resonance Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
2013
Estimation of ventricular fiber orientations in infarcted hearts for patient-specific simulations.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
2012
Image-Based Estimation of Ventricular Fiber Orientations for Personalized Modeling of Cardiac Electrophysiology.
IEEE Trans. Medical Imaging, 2012
A Novel Methodology for Assessing the Bounded-Input Bounded-Output Instability in QT Interval Dynamics: Application to Clinical ECG With Ventricular Tachycardia.
IEEE Trans. Biomed. Eng., 2012
Subject specific, image based analysis and modeling in patients with atrial fibrillation from MRI.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Estimation of Local Orientations in Fibrous Structures With Applications to the Purkinje System.
IEEE Trans. Biomed. Eng., 2011
Image-based estimation of ventricular fiber orientations for patient-specific simulations.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2009
Automatically Generated, Anatomically Accurate Meshes for Cardiac Electrophysiology Problems.
IEEE Trans. Biomed. Eng., 2009
Locally homogenized and de-noised vector fields for cardiac fiber tracking in DT-MRI images.
Proceedings of the Medical Imaging 2009: Visualization, 2009
Estimation of Multimodal Orientation Distribution Functions from Cardiac MRI for Tracking Purkinje Fibers Through Branchings.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
2008
Nonlinear filtering for extracting orientation and tracing tubular structures in 2-D medical images.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2007
Somato-dendritic mechanisms underlying the electrophysiological properties of hypothalamic magnocellular neuroendocrine cells: A multicompartmental model study.
J. Comput. Neurosci., 2007
2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Transmural electrophysiological heterogeneities in action potential duration increase the upper limit of vulnerability.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Modulation of Shock-End Virtual Electrodoe Polarisation as a Direct Result of 3D Fluorescent Photon Scattering.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2003
2002
IEEE Trans. Biomed. Eng., 2002
1999
IEEE Trans. Biomed. Eng., 1999
Patterns of and mechanisms for shock-induced polarization in the heart: a bidomain analysis.
IEEE Trans. Biomed. Eng., 1999
Proceedings of the 4th Pacific Symposium on Biocomputing, 1999