2 papers
cs.LG2018
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…
cs.SI2016
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…