17 citations · 28 across the 3 of their papers we have counts for
3 papers
Predicting Acute Kidney Injury at Hospital Re-entry Using High-dimensional Electronic Health Record Data
Samuel J. Weisenthal, Caroline Quill, Samir Farooq +2
Acute Kidney Injury (AKI), a sudden decline in kidney function, is associated with increased mortality, morbidity, length of stay, and hospital cost. Since AKI is sometimes prevent…
Revealing patterns in HIV viral load data and classifying patients via a novel machine learning cluster summarization method
Samir Farooq, Samuel J. Weisenthal, Melissa Trayhan +4
HIV RNA viral load (VL) is an important outcome variable in studies of HIV infected persons. There exists only a handful of methods which classify patients by viral load patterns.…
Properties of Healthcare Teaming Networks as a Function of Network Construction Algorithms
Martin S. Zand, Melissa Trayhan, Samir A. Farooq +8
Network models of healthcare systems can be used to examine how providers collaborate, communicate, refer patients to each other. Most healthcare service network models have been c…