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Books and Theses
- 2020
[b1]Taiyao Wang:
Data analytics and optimization methods in biomedical systems: from microbes to humans. Boston University, USA, 2020
Journal Articles
- 2023
- [j2]Ali Samadani, Taiyao Wang
, Kees van Zon, Leo Anthony Celi:
VAP risk index: Early prediction and hospital phenotyping of ventilator-associated pneumonia using machine learning. Artif. Intell. Medicine 146: 102715 (2023) - 2018
- [j1]Theodora S. Brisimi, Tingting Xu, Taiyao Wang, Wuyang Dai, William G. Adams, Ioannis Ch. Paschalidis:
Predicting Chronic Disease Hospitalizations from Electronic Health Records: An Interpretable Classification Approach. Proc. IEEE 106(4): 690-707 (2018)
Conference and Workshop Papers
- 2019
- [c3]Taiyao Wang, Ioannis Ch. Paschalidis:
Convergence of Parameter Estimates for Regularized Mixed Linear Regression Models. CDC 2019: 3664-3669 - [c2]Taiyao Wang, Ioannis Ch. Paschalidis:
Prescriptive Cluster-Dependent Support Vector Machines with an Application to Reducing Hospital Readmissions. ECC 2019: 1182-1187 - 2016
- [c1]Tingting Xu, Theodora S. Brisimi, Taiyao Wang, Wuyang Dai, Ioannis Ch. Paschalidis:
A joint sparse clustering and classification approach with applications to hospitalization prediction. CDC 2016: 4566-4571
Informal and Other Publications
- 2019
- [i3]Taiyao Wang, Ioannis Ch. Paschalidis:
Prescriptive Cluster-Dependent Support Vector Machines with an Application to Reducing Hospital Readmissions. CoRR abs/1903.09056 (2019) - [i2]Taiyao Wang, Ioannis Ch. Paschalidis:
Convergence of Parameter Estimates for Regularized Mixed Linear Regression Models. CoRR abs/1903.09235 (2019) - 2018
- [i1]Theodora S. Brisimi, Tingting Xu, Taiyao Wang, Wuyang Dai, William G. Adams, Ioannis Ch. Paschalidis:
Predicting Chronic Disease Hospitalizations from Electronic Health Records: An Interpretable Classification Approach. CoRR abs/1801.01204 (2018)
Coauthor Index
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