Cardiac Motion Analysis in Ischemic and Non-Ischemic Cardiomyopathy Using Parallel Transport. - 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 (ISBI, 2009)

Left-ventricular shape analysis for predicting sudden cardiac death risk. - Fijoy Vadakkumpadan; Natalia A. Trayanova; Laurent Younes; Katherine C. Wu (EMBC, 2012)

Myocardial Infarct Segmentation and Reconstruction from 2D Late-Gadolinium Enhanced Magnetic Resonance Images. - Eranga Ukwatta; Jing Yuan 001; Wu Qiu; Katherine C. Wu; Natalia A. Trayanova; Fijoy Vadakkumpadan (MICCAI (2), 2014)

Shape analysis of hypertrophic and hypertensive heart disease using MRI-based 3D surface models of left ventricular geometry. - 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 (Medical Image Anal., 2016)

Myocardial Infarct Segmentation From Magnetic Resonance Images for Personalized Modeling of Cardiac Electrophysiology. - Eranga Ukwatta; Hermenegild Arevalo; Kristina Li; Jing Yuan 001; Wu Qiu; Peter Malamas; Katherine C. Wu; Natalia A. Trayanova; Fijoy Vadakkumpadan (IEEE Trans. Medical Imaging, 2016)

Spatially Adaptive Multi-Scale Optimization for Local Parameter Estimation in Cardiac Electrophysiology. - Jwala Dhamala; Hermenegild Arevalo; John L. Sapp; Milan Horacek; Katherine C. Wu; Natalia A. Trayanova; Linwei Wang (IEEE Trans. Medical Imaging, 2017)

Quantifying the uncertainty in model parameters using Gaussian process-based Markov chain Monte Carlo in cardiac electrophysiology. - Jwala Dhamala; Hermenegild Arevalo; John L. Sapp; B. Milan Horácek; Katherine C. Wu; Natalia A. Trayanova; Linwei Wang (Medical Image Anal., 2018)

Anatomically-Informed Deep Learning on Contrast-Enhanced Cardiac MRI for Scar Segmentation and Clinical Feature Extraction. - Haley G. Abramson; Dan M. Popescu; Rebecca Yu; Changxin Lai; Julie K. Shade; Katherine C. Wu; Mauro Maggioni; Natalia A. Trayanova (CoRR, 2020)

Embedding high-dimensional Bayesian optimization via generative modeling: Parameter personalization of cardiac electrophysiological models. - Jwala Dhamala; Pradeep Bajracharya; Hermenegild Arevalo; John L. Sapp; B. Milan Horácek; Katherine C. Wu; Natalia A. Trayanova; Linwei Wang (Medical Image Anal., 2020)

Fast Posterior Estimation of Cardiac Electrophysiological Model Parameters via Bayesian Active Learning. - Md Shakil Zaman; Jwala Dhamala; Pradeep Bajracharya; John L. Sapp; B. Milan Horácek; Katherine C. Wu; Natalia A. Trayanova; Linwei Wang (CoRR, 2021)