52 citations · 205 across the 21 of their papers we have counts for
3 papers · 1 filter
Delay-Induced Uncertainty for a Paradigmatic Glucose-Insulin Model
Bhargav Karamched, George Hripcsak, Dave Albers +1
Medical practice in the intensive care unit is based on the supposition that physiological systems such as the human glucose-insulin system are predictable. We demonstrate that del…
Using Data Assimilation of Mechanistic Models to Estimate Glucose and Insulin Metabolism
Jami J. Mulgrave, Matthew E. Levine, David J. Albers +3
Motivation: There is a growing need to integrate mechanistic models of biological processes with computational methods in healthcare in order to improve prediction. We apply data a…
Bayesian Posterior Interval Calibration to Improve the Interpretability of Observational Studies
Jami J. Mulgrave, David Madigan, George Hripcsak
Observational healthcare data offer the potential to estimate causal effects of medical products on a large scale. However, the confidence intervals and p-values produced by observ…