Export 33 results:
Filters: Author is Natalia A. Trayanova [Clear All Filters]
Embedding high-dimensional Bayesian optimization via generative modeling: Parameter personalization of cardiac electrophysiological models." Medical Image Analysis 62 (2020): 101670.
" Optimal contrast-enhanced MRI image thresholding for accurate prediction of ventricular tachycardia using ex-vivo high resolution models." Computers in biology and medicine 102 (2018): 426-432.
"Quantifying the uncertainty in model parameters using Gaussian process-based Markov chain Monte Carlo in cardiac electrophysiology." Medical Image Analysis 48 (2018): 43-57.
"Arrhythmia risk stratification of patients after myocardial infarction using personalized heart models." Nature Communications 7 (2016).
"Computational rabbit models to investigate the initiation, perpetuation, and termination of ventricular arrhythmia." Progress in Biophysics and Molecular Biology 121, no. 2 (2016): 185-194.
"Optogenetic defibrillation terminates ventricular arrhythmia in mouse hearts and human simulations." The Journal of Clnical Investigation 126, no. 10 (2016).
"Accuracy of prediction of infarct-related arrhythmic circuits from image-based models reconstructed from low and high resolution MRI." Frontiers in Physiology 6, no. 282 (2015).
"Image-based reconstruction of three-dimensional myocardial infarct geometry for patient-specific modeling of cardiac electrophysiology." Medical Physics 42, no. 8 (2015): 4579-90.
"Myocardial Infarct Segmentation from Magnetic Resonance Images for Personalized Modeling of Cardiac Electrophysiology." IEEE Transactions on Medical Imaaging (2015).
"Verification of cardiac mechanics software: benchmark problems and solutions for testing active and passive material behaviour." Proceedings of the Royal Society A 471 (2015).
"Methodology for image-based reconstruction of ventricular geometry for patient-specific modeling of cardiac electrophysiology." Progress in Biophysics and Molecular Biology 115 (2014): 226-34.
" " "
Image-based estimation of ventricular fiber orientations for personalized modeling of cardiac electrophysiology." IEEE Transactions on Medical Imaging 31, no. 5 (2012): 1051-1060.
" "Susceptibility to Reentry in the Infarcted Heart Depends on the Active Fibroblast Density." Biophysical Journal 110 (2011): 1307-15.
"Fibroblast-Myocote Coupling Induces Alterations in Potassium Currents That Trigger Regional Action Potensial During (APD) Prolongation in Infarcted Myocardium." Heart Rhythm 7 (2010): 163-164.
"Image-based models of cardiac structure in health and disease." Wiley Interdisciplinary Reviews: Systems Biology and Medicine (2010).
"Effects of Fibroblast-Myocyte Coupling in the Infarcted Rabbit Heart In Heart Rhythm. Vol. 6., 2009.
Electrotonic Coupling Between Human Atrial Myocytes and Fibroblasts Alters Excitability and Repolarization." Biophysical Journal 97 (2009): 2179-2190.
Simula.SC.448.pdf (986.82 KB)
"
K+ Current Changes Account for the Rate Dependence of the Action Potential in the Human Atrial Myocyte." American Journal of Physiology - Heart and Circulatory Physiology 297 (2009): 1398-1410.
Simula.SC.450.pdf (1.52 MB)
"
Towards predictive modelling of the electrophysiology of the heart." Experimental Physiology (2009).
"Coupling of Human Atrial Myocytes and Myofibroblasts Can Lead to Conduction Disturbances In HRS Scientific Sessions 2008., 2008.
Mathematical Simulations of Ligand-Gated and Specific Cell-Type Effects in the Human Atrium." Progress in Biophysics and Molecular Biology 98 (2008): 161-70.
"