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Katherine C. Wu
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2020 – today
- 2021
- [i2]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) - 2020
- [j5]Jwala Dhamala
, Pradeep Bajracharya, Hermenegild Arevalo, John L. Sapp, B. Milan Horácek, Katherine C. Wu, Natalia A. Trayanova, Linwei Wang:
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
- 2018
- [j4]Jwala Dhamala
, Hermenegild Arevalo, John L. Sapp, B. Milan Horácek, Katherine C. Wu, Natalia A. Trayanova
, Linwei Wang:
Quantifying the uncertainty in model parameters using Gaussian process-based Markov chain Monte Carlo in cardiac electrophysiology. Medical Image Anal. 48: 43-57 (2018) - 2017
- [j3]Jwala Dhamala
, Hermenegild Arevalo, John L. Sapp, Milan Horacek
, Katherine C. Wu, Natalia A. Trayanova
, Linwei Wang:
Spatially Adaptive Multi-Scale Optimization for Local Parameter Estimation in Cardiac Electrophysiology. IEEE Trans. Medical Imaging 36(9): 1966-1978 (2017) - 2016
- [j2]Siamak Ardekani
, Saurabh Jain, Alianna Sanzi, Celia P. Corona-Villalobos, Theodore P. Abraham, M. Roselle Abraham, Stefan L. Zimmerman, Katherine C. Wu, Raimond L. Winslow, Michael I. Miller, Laurent Younes
:
Shape analysis of hypertrophic and hypertensive heart disease using MRI-based 3D surface models of left ventricular geometry. Medical Image Anal. 29: 12-23 (2016) - [j1]Eranga Ukwatta
, Hermenegild Arevalo, Kristina Li
, Jing Yuan, Wu Qiu, Peter Malamas, Katherine C. Wu, Natalia A. Trayanova
, Fijoy Vadakkumpadan:
Myocardial Infarct Segmentation From Magnetic Resonance Images for Personalized Modeling of Cardiac Electrophysiology. IEEE Trans. Medical Imaging 35(6): 1408-1419 (2016) - 2014
- [c3]Eranga Ukwatta
, Jing Yuan, Wu Qiu, Katherine C. Wu, Natalia A. Trayanova
, Fijoy Vadakkumpadan:
Myocardial Infarct Segmentation and Reconstruction from 2D Late-Gadolinium Enhanced Magnetic Resonance Images. MICCAI (2) 2014: 554-561 - 2012
- [c2]Fijoy Vadakkumpadan, Natalia A. Trayanova
, Laurent Younes
, Katherine C. Wu:
Left-ventricular shape analysis for predicting sudden cardiac death risk. EMBC 2012: 4067-4070
2000 – 2009
- 2009
- [c1]Siamak Ardekani
, Robert G. Weiss, Albert C. Lardo, Richard T. George, Joao A. C. Lima, Katherine C. Wu, Michael I. Miller, Raimond L. Winslow, Laurent Younes
:
Cardiac Motion Analysis in Ischemic and Non-Ischemic Cardiomyopathy Using Parallel Transport. ISBI 2009: 899-902
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