
Esmaeil Bahalkeh
Courses Taught
- HDS 805: Machine Learning in Healthcare
- HDS 890: HDS Independent Study
- HHS 540: Stats for Health Professionals
- HMP 711: Intro Healthcare Analytics
- HMP 712: Healthcare Operations Mgmt
- HMP 712/812: Health Analytics
- HMP 798H: Honors Project/Research Design
- HMP 933: Quality Process Imprvmt Health
- NURS 933: Applied Analytics for QI
- PHP 985A: Spc Top/Policy and Management
Research Interests
- Access to Health Services/Medical Care
- Computer Simulation/Modeling
- Data Analysis
- Data Mining
- Forecasting - Trends/Statistical Analysis
- Health Services Delivery
- Production/Operations Management
- Quality of Care
- Hospital Administration
Selected Publications
Ainslie, M., Bahalkeh, E., & Bigley, M. B. (2024). Nurse practitioner program enrollment trends and predictions.. J Prof Nurs, 55, 97-104. doi:10.1016/j.profnurs.2024.09.007
Bahalkeh, E., Chiam, T. C., & Yih, Y. (2023). An interpretable clustering classification approach for assessing and adjusting hospital service lines. Healthcare Analytics, 4, 100255. doi:10.1016/j.health.2023.100255
Bahalkeh, E., Chiam, T. C., Yih, Y., & Ellison, J. M. (2023). Simulating the effects of access improvement strategies in an outpatient memory clinic with high follow-up volumes. International Journal of Simulation and Process Modelling, 20(4), 276-285. doi:10.1504/ijspm.2023.138583
Bahalkeh, E., Hasan, I., & Yih, Y. (2022). The relationship between Intensive Care Unit Length of Stay information and its operational performance. Healthcare Analytics, 2, 100036. doi:10.1016/j.health.2022.100036
Clark, K. D., Luong, S., Lunn, M. R., Flowers, E., Bahalkeh, E., Lubensky, M. E., . . . Flentje, A. (2022). Healthcare Mistreatment, State-Level Policy Protections, and Healthcare Avoidance Among Gender Minority People. SEXUALITY RESEARCH AND SOCIAL POLICY. doi:10.1007/s13178-022-00748-1
Hasan, I., Bahalkeh, E., & Yih, Y. (2020). Evaluating intensive care unit admission and discharge policies using a discrete event simulation model. SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL, 96(6), 501-518. doi:10.1177/0037549720914749
Bahalkeh, E., Madraki, G., & Judd, R. (2015). Efficient system matrix calculation for manufacturing systems. In Proceedings of the 2015 Industrial and Systems Engineering Research Conference (pp. 1943-1950).
Madraki, G., Bahalkeh, E., & Judd, R. (2015). Efficient algorithm to find makespan under perturbation in operation times. In Proceedings of the 2015 Industrial and Systems Engineering Research Conference (pp. 1474-1481). Nashville, TN.