A joint sparse clustering and classification approach with applications to hospitalization prediction. - Tingting Xu; Theodora S. Brisimi; Taiyao Wang; Wuyang Dai; Ioannis Ch. Paschalidis (CDC, 2016)

Predicting Chronic Disease Hospitalizations from Electronic Health Records: An Interpretable Classification Approach. - Theodora S. Brisimi; Tingting Xu; Taiyao Wang; Wuyang Dai; William G. Adams; Ioannis Ch. Paschalidis (Proc. IEEE, 2018)

Convergence of Parameter Estimates for Regularized Mixed Linear Regression Models. - Taiyao Wang; Ioannis Ch. Paschalidis (CDC, 2019)

Prescriptive Cluster-Dependent Support Vector Machines with an Application to Reducing Hospital Readmissions. - Taiyao Wang; Ioannis Ch. Paschalidis (ECC, 2019)

Data analytics and optimization methods in biomedical systems: from microbes to humans - Taiyao Wang (2020)

VAP risk index: Early prediction and hospital phenotyping of ventilator-associated pneumonia using machine learning. - Ali Samadani; Taiyao Wang; Kees van Zon; Leo Anthony Celi (Artif. Intell. Medicine, 2023)