21 citations · 59 across the 14 of their papers we have counts for
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stat.AP2021★ 2 cited
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…
stat.AP2019★ 1 cited
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…