Trayanova N - Search Results

1

Deep Learning Applied to Electrocardiogram Interpretation.

Zhou S, Sapp JL, AbdelWahab A, Trayanova N. Zhou S, et al. Among authors: trayanova n. Can J Cardiol. 2021 Jan;37(1):17-18. doi: 10.1016/j.cjca.2020.03.035. Epub 2020 Apr 2. Can J Cardiol. 2021. PMID: 32649870 Free PMC article. No abstract available.

2

Spatially Adaptive Multi-Scale Optimization for Local Parameter Estimation in Cardiac Electrophysiology.

Dhamala J, Arevalo HJ, Sapp J, Horacek M, Wu KC, Trayanova NA, Wang L. Dhamala J, et al. IEEE Trans Med Imaging. 2017 Sep;36(9):1966-1978. doi: 10.1109/TMI.2017.2697820. Epub 2017 Apr 25. IEEE Trans Med Imaging. 2017. PMID: 28459685 Free PMC article.

3

Quantifying the uncertainty in model parameters using Gaussian process-based Markov chain Monte Carlo in cardiac electrophysiology.

Dhamala J, Arevalo HJ, Sapp J, Horácek BM, Wu KC, Trayanova NA, Wang L. Dhamala J, et al. Med Image Anal. 2018 Aug;48:43-57. doi: 10.1016/j.media.2018.05.007. Epub 2018 May 17. Med Image Anal. 2018. PMID: 29843078 Free PMC article.

4

Understanding AF Mechanisms Through Computational Modelling and Simulations.

Aronis KN, Ali RL, Liang JA, Zhou S, Trayanova NA. Aronis KN, et al. Among authors: trayanova na. Arrhythm Electrophysiol Rev. 2019 Jul;8(3):210-219. doi: 10.15420/aer.2019.28.2. Arrhythm Electrophysiol Rev. 2019. PMID: 31463059 Free PMC article. Review.

5

Embedding high-dimensional Bayesian optimization via generative modeling: Parameter personalization of cardiac electrophysiological models.

Dhamala J, Bajracharya P, Arevalo HJ, Sapp JL, Horácek BM, Wu KC, Trayanova NA, Wang L. Dhamala J, et al. Med Image Anal. 2020 May;62:101670. doi: 10.1016/j.media.2020.101670. Epub 2020 Feb 27. Med Image Anal. 2020. PMID: 32171168 Free PMC article.

6

Prospective Assessment of an Automated Intraprocedural 12-Lead ECG-Based System for Localization of Early Left Ventricular Activation.

Zhou S, AbdelWahab A, Horáček BM, MacInnis PJ, Warren JW, Davis JS, Elsokkari I, Lee DC, MacIntyre CJ, Parkash R, Gray CJ, Gardner MJ, Marcoux C, Choudhury R, Trayanova NA, Sapp JL. Zhou S, et al. Circ Arrhythm Electrophysiol. 2020 Jul;13(7):e008262. doi: 10.1161/CIRCEP.119.008262. Epub 2020 Jun 15. Circ Arrhythm Electrophysiol. 2020. PMID: 32538133 Free PMC article.

7

Personalized Digital-Heart Technology for Ventricular Tachycardia Ablation Targeting in Hearts With Infiltrating Adiposity.

Sung E, Prakosa A, Aronis KN, Zhou S, Zimmerman SL, Tandri H, Nazarian S, Berger RD, Chrispin J, Trayanova NA. Sung E, et al. Among authors: trayanova na. Circ Arrhythm Electrophysiol. 2020 Dec;13(12):e008912. doi: 10.1161/CIRCEP.120.008912. Epub 2020 Nov 16. Circ Arrhythm Electrophysiol. 2020. PMID: 33198484 Free PMC article.

8

Learning for Prevention of Sudden Cardiac Death.

Trayanova NA. Trayanova NA. Circ Res. 2021 Jan 22;128(2):185-187. doi: 10.1161/CIRCRESAHA.120.318576. Epub 2021 Jan 21. Circ Res. 2021. PMID: 33476206 Free PMC article. No abstract available.

9

Feasibility study shows concordance between image-based virtual-heart ablation targets and predicted ECG-based arrhythmia exit-sites.

Zhou S, Sung E, Prakosa A, Aronis KN, Chrispin J, Tandri H, AbdelWahab A, Horáček BM, Sapp JL, Trayanova NA. Zhou S, et al. Among authors: trayanova na. Pacing Clin Electrophysiol. 2021 Mar;44(3):432-441. doi: 10.1111/pace.14181. Epub 2021 Feb 12. Pacing Clin Electrophysiol. 2021. PMID: 33527422 Free PMC article.

10

Machine Learning in Arrhythmia and Electrophysiology.

Trayanova NA, Popescu DM, Shade JK. Trayanova NA, et al. Circ Res. 2021 Feb 19;128(4):544-566. doi: 10.1161/CIRCRESAHA.120.317872. Epub 2021 Feb 18. Circ Res. 2021. PMID: 33600229 Free PMC article. Review.

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