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Yuxuan Hu
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Deep learning models for electrocardiograms are susceptible to adversarial attack
X Han, Y Hu, L Foschini, L Chinitz, L Jankelson, R Ranganath
Nature medicine 26 (3), 360-363, 2020
1252020
A computational approach to understanding the cardiac electromechanical activation sequence in the normal and failing heart, with translation to the clinical practice of CRT
J Constantino, Y Hu, NA Trayanova
Progress in biophysics and molecular biology 110 (2-3), 372-379, 2012
692012
Effects of mechano-electric feedback on scroll wave stability in human ventricular fibrillation
Y Hu, V Gurev, J Constantino, JD Bayer, NA Trayanova
PloS one 8 (4), e60287, 2013
552013
Computational cardiology: how computer simulations could be used to develop new therapies and advance existing ones
NA Trayanova, T O'Hara, JD Bayer, PM Boyle, KS McDowell, ...
Europace 14 (suppl_5), v82-v89, 2012
412012
Unstable QT interval dynamics precedes ventricular tachycardia onset in patients with acute myocardial infarction: a novel approach to detect instability in QT interval …
X Chen, Y Hu, BJ Fetics, RD Berger, NA Trayanova
Circulation: Arrhythmia and Electrophysiology 4 (6), 858-866, 2011
362011
Efficient preloading of the ventricles by a properly timed atrial contraction underlies stroke work improvement in the acute response to cardiac resynchronization therapy
Y Hu, V Gurev, J Constantino, N Trayanova
Heart Rhythm 10 (12), 1800-1806, 2013
312013
Optimizing cardiac resynchronization therapy to minimize ATP consumption heterogeneity throughout the left ventricle: a simulation analysis using a canine heart failure model
Y Hu, V Gurev, J Constantino, N Trayanova
Heart Rhythm 11 (6), 1063-1069, 2014
282014
Mechanistic insight into prolonged electromechanical delay in dyssynchronous heart failure: a computational study
J Constantino, Y Hu, AC Lardo, NA Trayanova
American Journal of Physiology-Heart and Circulatory Physiology 305 (8 …, 2013
272013
Mathematical models of ventricular mechano-electric coupling and arrhythmia
NA Trayanova, V Gurev, J Constantino, Y Hu
Cardiac Mechano-Electric Feedback and Arrhythmias, 258-268, 2011
72011
Unstable QT interval dynamics precedes VT onset in patients with acute myocardial infarction: a novel approach to detect instability in QT interval dynamics from clinical ECG
X Chen, Y Hu, BJ Fetics, RD Berger, NA Trayanova
Circulation. Arrhythmia and electrophysiology 4 (6), 858, 2011
52011
Optimizing CRT to minimize ATP consumption heterogeneity throughout the left ventricle: a simulation analysis using a canine heart failure model
Y Hu, V Gurev, J Constantino, N Trayanova
Heart rhythm: the official journal of the Heart Rhythm Society 11 (6), 1063, 2014
42014
Degeneration of ventricular tachycardia into ventricular fibrillation following right ventricular dilation
Y Hu, V Gurev, J Constantino, N Trayanova
Circulation 120 (suppl_18), S698-S698, 2009
32009
Regional Heterogeneity of Ventricular Contractility Enhances Efficacy of Cardiac Resynchronization
V Gurev, J Constantino, Y Hu, NA Trayanova
Circulation 124 (suppl_21), A16506-A16506, 2011
22011
Roles of Mechano-electric Feedback and Right Ventricular Dilation in the Degeneration of Ventricular Tachycardia Into Ventricular Fibrillation
Y Hu
Johns Hopkins University, 2010
12010
Development and external validation of a dynamic risk score for early prediction of cardiogenic shock in cardiac intensive care units using machine learning
Y Hu, A Lui, M Goldstein, M Sudarshan, A Tinsay, C Tsui, SD Maidman, ...
European Heart Journal: Acute Cardiovascular Care, zuae037, 2024
2024
A dynamic risk score for early prediction of cardiogenic shock using machine learning
Y Hu, A Lui, M Goldstein, M Sudarshan, A Tinsay, C Tsui, S Maidman, ...
arXiv preprint arXiv:2303.12888, 2023
2023
Electromechanical interactions in the heart: a computational study
Y Hu
Johns Hopkins University, 2014
2014
Cardiac Electromechanical Models
NA Trayanova, J Constantino, Y Hu
Cardiac Electrophysiology: From Cell to Bedside: Sixth Edition, 361-369, 2014
2014
Mechanistic Insight into Prolonged
J Constantino, Y Hu, AC Lardo, NA Trayanova
2013
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Articles 1–19