3 citations · 6 across the 3 of their papers we have counts for
4 papers
Predicting Antimicrobial Resistance in the Intensive Care Unit
Taiyao Wang, Kyle R. Hansen, Joshua Loving +3
Antimicrobial resistance (AMR) is a risk for patients and a burden for the healthcare system. However, AMR assays typically take several days. This study develops predictive models…
Prescriptive Cluster-Dependent Support Vector Machines with an Application to Reducing Hospital Readmissions
Taiyao Wang, Ioannis Ch. Paschalidis
We augment linear Support Vector Machine (SVM) classifiers by adding three important features: (i) we introduce a regularization constraint to induce a sparse classifier; (ii) we d…
Convergence of Parameter Estimates for Regularized Mixed Linear Regression Models
Taiyao Wang, Ioannis Ch. Paschalidis
We consider {\em Mixed Linear Regression (MLR)}, where training data have been generated from a mixture of distinct linear models (or clusters) and we seek to identify the correspo…
Predicting Chronic Disease Hospitalizations from Electronic Health Records: An Interpretable Classification Approach
Theodora S. Brisimi, Tingting Xu, Taiyao Wang +3
Urban living in modern large cities has significant adverse effects on health, increasing the risk of several chronic diseases. We focus on the two leading clusters of chronic dise…