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Natalia A. Trayanova
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2020 – today
- 2024
- [j31]Reinhard C. Laubenbacher
, Borna Mehrad
Digital twins in medicine. Nat. Comput. Sci. 4(3): 184-191 (2024) - [i7]Minglang Yin, Nicolas Charon, Ryan Brody, Lu Lu, Natalia A. Trayanova, Mauro Maggioni
DIMON: Learning Solution Operators of Partial Differential Equations on a Diffeomorphic Family of Domains. CoRR abs/2402.07250 (2024) - [i6]Shane E. Loeffler, Zan Ahmad, Syed Yusuf Ali, Carolyna A. P. Yamamoto, Dan M. Popescu, Alana Yee, Yash Lal, Natalia A. Trayanova, Mauro Maggioni:
Graph Fourier Neural Kernels (G-FuNK): Learning Solutions of Nonlinear Diffusive Parametric PDEs on Multiple Domains. CoRR abs/2410.04655 (2024) - [i5]Roberto Piersanti, Ryan P. Bradley, Syed Yusuf Ali, Alfio Quarteroni, Luca Dede', Natalia A. Trayanova:
Defining myocardial fiber bundle architecture in atrial digital twins. CoRR abs/2410.11601 (2024) - 2023
- [c19]Maryam Toloubidokhti, Omar A. Gharbia, Natalia A. Trayanova, John L. Sapp, Linwei Wang:
Feasibility of ECGI Endocardial Solutions in Localizing the VT Reentrant Circuit. CinC 2023: 1-4 - 2022
- [j30]Matteo Salvador
The role of mechano-electric feedbacks and hemodynamic coupling in scar-related ventricular tachycardia. Comput. Biol. Medicine 142: 105203 (2022) - [c18]Arthur L. Lefebvre
LASSNet: A Four Steps Deep Neural Network for Left Atrial Segmentation and Scar Quantification. LAScarQS@MICCAI 2022: 1-15 - 2021
- [j29]Adityo Prakosa
Impact of augmented-reality improvement in ablation catheter navigation as assessed by virtual-heart simulations of ventricular tachycardia ablation. Comput. Biol. Medicine 133: 104366 (2021) - [j28]Matteo Salvador
Electromechanical modeling of human ventricles with ischemic cardiomyopathy: numerical simulations in sinus rhythm and under arrhythmia. Comput. Biol. Medicine 136: 104674 (2021) - [c17]Eric Sung, Adityo Prakosa, Natalia A. Trayanova:
Repolarization Gradients Alter Post-infarct Ventricular Tachycardia Dynamics in Patient-Specific Computational Heart Models. CinC 2021: 1-4 - [i4]Matteo Salvador, Marco Fedele, Pasquale Claudio Africa, Eric Sung, Luca Dedè, Adityo Prakosa, Jonathan Chrispin, Natalia A. Trayanova, Alfio Quarteroni:
Electromechanical modeling of human ventricles with ischemic cardiomyopathy: numerical simulations in sinus rhythm and under arrhythmia. CoRR abs/2106.12811 (2021) - [i3]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) - [i2]Matteo Salvador, Francesco Regazzoni, Stefano Pagani, Luca Dedè, Natalia A. Trayanova, Alfio Quarteroni:
The role of mechano-electric feedbacks and hemodynamic coupling in scar-related ventricular tachycardia. CoRR abs/2110.15401 (2021) - 2020
- [j27]Jwala Dhamala
Embedding high-dimensional Bayesian optimization via generative modeling: Parameter personalization of cardiac electrophysiological models. Medical Image Anal. 62: 101670 (2020) - [i1]Haley G. Abramson, Dan M. Popescu, Rebecca Yu, Changxin Lai, Julie K. Shade, Katherine C. Wu, Mauro Maggioni, Natalia A. Trayanova:
Anatomically-Informed Deep Learning on Contrast-Enhanced Cardiac MRI for Scar Segmentation and Clinical Feature Extraction. CoRR abs/2010.11081 (2020)
2010 – 2019
- 2019
- [j26]Julien Grondin, Dafang Wang, Christopher S. Grubb, Natalia A. Trayanova, Elisa E. Konofagou:
4D cardiac electromechanical activation imaging. Comput. Biol. Medicine 113 (2019) - [j25]Caroline H. Roney
Universal atrial coordinates applied to visualisation, registration and construction of patient specific meshes. Medical Image Anal. 55: 65-75 (2019) - 2018
- [j24]Dongdong Deng, Plamen Nikolov, Hermenegild Arevalo, Natalia A. Trayanova
Optimal contrast-enhanced MRI image thresholding for accurate prediction of ventricular tachycardia using ex-vivo high resolution models. Comput. Biol. Medicine 102: 426-432 (2018) - [j23]Chang-Hyun Kim, Kwang-Soup Song, Natalia A. Trayanova
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. 56(5): 853-863 (2018) - [j22]Yoo Seok Kim, Ana R. Yuniarti
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. 56(5): 889-898 (2018) - [j21]Aulia Khamas Heikhmakhtiar
Influence of LVAD function on mechanical unloading and electromechanical delay: a simulation study. Medical Biol. Eng. Comput. 56(5): 911-921 (2018) - [j20]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]Eranga Ukwatta, Plamen Nikolov, Natalia A. Trayanova
Computational Heart Modeling for Evaluating Efficacy of MRI Techniques in Predicting Appropriate ICD Therapy. MICCAI (2) 2018: 446-454 - 2017
- [j19]Jwala Dhamala
Spatially Adaptive Multi-Scale Optimization for Local Parameter Estimation in Cardiac Electrophysiology. IEEE Trans. Medical Imaging 36(9): 1966-1978 (2017) - 2016
- [j18]Eranga Ukwatta
Myocardial Infarct Segmentation From Magnetic Resonance Images for Personalized Modeling of Cardiac Electrophysiology. IEEE Trans. Medical Imaging 35(6): 1408-1419 (2016) - 2015
- [j17]Patrick M. Boyle
Computational modeling of cardiac optogenetics: Methodology overview & review of findings from simulations. Comput. Biol. Medicine 65: 200-208 (2015) - [j16]Patrick M. Boyle
Corrigendum to: Computational modeling of cardiac optogenetics: Methodology overview & review of findings from simulations [Comput. Biol. Med. 65C (2015) 200-208]. Comput. Biol. Medicine 67: 184 (2015) - [c15]Eranga Ukwatta
Image-based reconstruction of 3D myocardial infarct geometry for patient specific applications. Image Processing 2015: 94132W - 2014
- [j15]Kelly C. Chang, Jason D. Bayer
Disrupted Calcium Release as a Mechanism for Atrial Alternans Associated with Human Atrial Fibrillation. PLoS Comput. Biol. 10(12) (2014) - [c14]Eranga Ukwatta
Myocardial Infarct Segmentation and Reconstruction from 2D Late-Gadolinium Enhanced Magnetic Resonance Images. MICCAI (2) 2014: 554-561 - 2013
- [c13]Fijoy Vadakkumpadan, Hermenegild Arevalo, Farhad Pashakhanloo
Estimation of ventricular fiber orientations in infarcted hearts for patient-specific simulations. ISBI 2013: 636-639 - 2012
- [j14]Xiaozhong Chen, Natalia A. Trayanova
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. 59(8): 2111-2117 (2012) - [j13]Fijoy Vadakkumpadan, Hermenegild Arevalo, Can Ceritoglu
Image-Based Estimation of Ventricular Fiber Orientations for Personalized Modeling of Cardiac Electrophysiology. IEEE Trans. Medical Imaging 31(5): 1051-1060 (2012) - [c12]Fijoy Vadakkumpadan, Natalia A. Trayanova
Left-ventricular shape analysis for predicting sudden cardiac death risk. EMBC 2012: 4067-4070 - [c11]Rob S. MacLeod, Joshua Blauer, Eugene G. Kholmovski, Ravi Ranjan, Nassir Marrouche, Natalia A. Trayanova
Subject specific, image based analysis and modeling in patients with atrial fibrillation from MRI. ISBI 2012: 1364 - 2011
- [j12]Hasan Ertan Çetingül, Gernot Plank
Estimation of Local Orientations in Fibrous Structures With Applications to the Purkinje System. IEEE Trans. Biomed. Eng. 58(6): 1762-1772 (2011) - [c10]Fijoy Vadakkumpadan, Hermenegild Arevalo, Can Ceritoglu
Image-based estimation of ventricular fiber orientations for patient-specific simulations. EMBC 2011: 1672-1675
2000 – 2009
- 2009
- [j11]Anton J. Prassl
Automatically Generated, Anatomically Accurate Meshes for Cardiac Electrophysiology Problems. IEEE Trans. Biomed. Eng. 56(5): 1318-1330 (2009) - [c9]Hasan Ertan Çetingül, Gernot Plank
Estimation of Multimodal Orientation Distribution Functions from Cardiac MRI for Tracking Purkinje Fibers Through Branchings. ISBI 2009: 839-842 - [c8]Alireza Akhbardeh, Fijoy Vadakkumpadan, Jason D. Bayer, Natalia A. Trayanova:
Locally homogenized and de-noised vector fields for cardiac fiber tracking in DT-MRI images. Image-Guided Procedures 2009: 72611R - 2008
- [c7]Hasan Ertan Çetingül, René Vidal, Gernot Plank
Nonlinear filtering for extracting orientation and tracing tubular structures in 2-D medical images. ISBI 2008: 260-263 - 2007
- [j10]Alexander O. Komendantov, Natalia A. Trayanova
Somato-dendritic mechanisms underlying the electrophysiological properties of hypothalamic magnocellular neuroendocrine cells: A multicompartmental model study. J. Comput. Neurosci. 23(2): 143-168 (2007) - 2006
- [c6]Martin J. Bishop
Modulation of Shock-End Virtual Electrodoe Polarisation as a Direct Result of 3D Fluorescent Photon Scattering. EMBC 2006: 1556-1559 - [c5]Xiao Jie, Blanca Rodríguez
Role of Cellular Uncoupling in Arrhythmogenesis in Ischemia Phase 1B. EMBC 2006: 2272-2275 - [c4]Blanca Rodríguez
Vulnerability to electric shocks in the regionally-ischemic ventricles. EMBC 2006: 2280-2283 - [c3]Hermenegild Arevalo, Natalia A. Trayanova
Maintenance of Ventricular Fibrillation in Heterogeneous Ventricle. EMBC 2006: 3950-3953 - [c2]Thushka Maharaj, Blanca Rodríguez
Transmural electrophysiological heterogeneities in action potential duration increase the upper limit of vulnerability. EMBC 2006: 4043-4046 - 2003
- [j9]Felipe Aguel, James Eason, Natalia A. Trayanova:
Advances in Modeling Cardiac Defibrillation. Int. J. Bifurc. Chaos 13(12): 3791-3803 (2003) - 2002
- [j8]Edward J. Vigmond, Felipe Aguel, Natalia A. Trayanova:
Computational techniques for solving the bidomain equations in three dimensions. IEEE Trans. Biomed. Eng. 49(11): 1260-1269 (2002)
1990 – 1999
- 1999
- [j7]Emilia Entcheva
Patterns of and mechanisms for shock-induced polarization in the heart: a bidomain analysis. IEEE Trans. Biomed. Eng. 46(3): 260-270 (1999) - [j6]Kirill B. Skouibine, Natalia A. Trayanova, Peter K. Moore:
Anode/cathode make and break phenomena in a model of defibrillation. IEEE Trans. Biomed. Eng. 46(7): 769-777 (1999) - [c1]Natalia A. Trayanova, Felipe Aguel, Kirill B. Skouibine:
Extension of Refractoriness in a Model of Cardiac Defibrillation. Pacific Symposium on Biocomputing 1999: 240-251 - 1996
- [j5]Natalia A. Trayanova:
Discrete versus syncytial tissue behavior in a model of cardiac stimulation. I. Mathematical formulation. IEEE Trans. Biomed. Eng. 43(12): 1129-1140 (1996) - [j4]Natalia A. Trayanova:
Discrete versus syncytial tissue behavior in a model of cardiac stimulation. II. Results of simulation. IEEE Trans. Biomed. Eng. 43(12): 1141-1150 (1996) - 1994
- [j3]Natalia A. Trayanova:
A bidomain model for ring stimulation of a cardiac strand. IEEE Trans. Biomed. Eng. 41(4): 393-397 (1994) - 1993
- [j2]Natalia A. Trayanova, Bradley J. Roth, Lisa J. Malden:
The response of a spherical heart to a uniform electric field: a bidomain analysis of cardiac stimulation. IEEE Trans. Biomed. Eng. 40(9): 899-908 (1993) - 1990
- [j1]Natalia A. Trayanova, Craig S. Henriquez, Robert Plonsey:
Limitations of approximate solutions for computing the extracellular potential of single fibers and bundle equivalents. IEEE Trans. Biomed. Eng. 37(1): 22-35 (1990)
Coauthor Index
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