1. Resources
  2. Publications

Publications

Publications

  1. Resources
  2. Publications

Publications

Deep learning for deterioration prediction of COVID-19 patients based on time-series of three vital signs

Authors:
Sarmad Mehrdad, Farah E. Shamout, Yao Wang, S. Farokh Atashzar
Publication Journal:
Nature Scientific Reports
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Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead

Authors:
Cynthia Rudin
Publication Journal:
Nature Machine Intelligence
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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
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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
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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
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