Publications

Publications

Publications

Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead

Authors:
Cynthia Rudin
Publication Journal:
Nature Machine Intelligence

Computational analysis of ventricular mechanics in hypertrophic cardiomyopathy patients

Authors:
Joy Mojumder, Lei Fan, Thuy Nguyen, Kenneth S Campbell, Jonathan F Wenk, Julius M Guccione, Theodore Abraham, Lik Chuan Lee
Publication Journal:
Scientific Reports

Multiscale simulations of left ventricular growth and remodeling

Authors:
Hossein Sharifi, Charles K. Mann, Alexus L. Rockward, Mohammad Mehri, Joy Mojumder, Lik-Chuan Lee, Kenneth S. Campbell, Jonathan F. Wenk
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

Authors:
Hossein Sharifi, Charles K Mann, Jonathan F Wenk, Kenneth S Campbell
Publication Journal:
Biomechanics and Modeling in Mechanobiology

Technical Note: In silico imaging tools from the VICTRE clinical trial

Authors:
Diksha Sharma, Christian G. Graff, Andreu Badal, Rongping Zeng, Purva Sawant, Aunnasha Sengupta, Eshan Dahal, Aldo Badano
Publication Journal:
The International Journal of Medical Physics Research and Practice