Christine Baker

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 9

Top Topics

Causal Relations

Chronic Obstructive Pulmonary Disease

Semi Supervised Learning Algorithms

Top Venues

IEEE Trans Autom. Sci. Eng.

IEEE J. Biomed. Health Informatics

IEEE Robotics Autom. Lett.

Publications

Sujee Lee, Philip A. Bain, Albert J. Musa, Christine Baker, Jingshan Li
A Causal Network-Based Markov Decision Process Model for Intervention Planning. IEEE Trans Autom. Sci. Eng. 21 (1) (2024)
Hyo-Kyung Lee, Jingshan Li, Philip A. Bain, Christine Baker
Optimal Intervention Policies for Total Joint Replacement Postoperative Care Process. Manuf. Serv. Oper. Manag. 24 (1) (2022)
Sujee Lee, Shujing Wei, Veronica White, Philip A. Bain, Christine Baker, Jingshan Li
Classification of Opioid Usage Through Semi-Supervised Learning for Total Joint Replacement Patients. IEEE J. Biomed. Health Informatics 25 (1) (2021)
Hyo-Kyung Lee, Rebecca Jin, Yuan Feng, Philip A. Bain, Jo Goffinet, Christine Baker, Jingshan Li
An Analytical Framework for TJR Readmission Prediction and Cost-Effective Intervention. IEEE J. Biomed. Health Informatics 23 (4) (2019)
Sujee Lee, Sijie Wang, Philip A. Bain, Tammy Kundinger, Craig Sommers, Christine Baker, Jingshan Li
Modeling and Analysis of Postdischarge Intervention Process to Reduce COPD Readmissions. IEEE Trans Autom. Sci. Eng. 16 (1) (2019)
Hyo-Kyung Lee, Albert J. Musa, Philip A. Bain, Kenneth Nelson, Christine Baker, Jingshan Li
A Queueing Network Model for Analysis of Patient Transitions Within Hospitals. IEEE Trans Autom. Sci. Eng. 16 (1) (2019)
Sujee Lee, Sijie Wang, Philip A. Bain, Christine Baker, Tammy Kundinger, Craig Sommers, Jingshan Li
Reducing COPD Readmissions: A Causal Bayesian Network Model. IEEE Robotics Autom. Lett. 3 (4) (2018)
Sujee Lee, Xiang Zhong, Hyo-Kyung Lee, Cong Zhao, Philip A. Bain, Tammy Kundinger, Craig Sommers, Christine Baker, Jingshan Li
Incentive-based optimal intervention policy to reduce hospital readmissions for COPD patients. CASE (2017)
Hyo-Kyung Lee, Rebecca Jin, Yuan Feng, Philip A. Bain, Jo Goffinet, Christine Baker, Jingshan Li
Modeling and analysis of postoperative intervention process for total joint replacement patients using simulations. CASE (2017)