Publications
Publications
Deep learning for deterioration prediction of COVID-19 patients based on time-series of three vital signs
Publication Journal:
Nature Scientific Reports
Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
Publication Journal:
Nature Machine Intelligence
Computational analysis of ventricular mechanics in hypertrophic cardiomyopathy patients
Publication Journal:
Scientific Reports
Multiscale simulations of left ventricular growth and remodeling
Publication Journal:
Biophysical Reviews
A multiscale model of the cardiovascular system that regulates arterial pressure via closed loop baroreflex control of chronotropism, cell-level contractility, and vascular tone
Publication Journal:
Biomechanics and Modeling in Mechanobiology