Erik Rosenstrom
Ph.D. Student
- Email: erosens@ncsu.edu
Erik Rosenstrom is a Ph.D. student in the Operations Research Program at NC State University.
Research Interests
Rosenstrom’s primary research interest is decision-making uncertainty as it pertains to informing health policy from the patient to the state level. He is particularly interested in personalizing recommendations and ensuring equitability. He has addressed research problems with large stochastic mixed-integer programming, Markov decision process modeling, stochastic agent-based simulation modeling, and machine learning classification and ensemble classification models. In addition, Rosenstrom has experience working with electronic health data in the forms of continuous-time monitoring and visit level summary.
Advisor(s)
Julie Ivy
Education
| Degree | Program | School | Year |
|---|---|---|---|
| Expected Graduation | Spring 2024 | ||
| BSIE | Bachelor of Science in Industrial Engineering | Georgia Institute of Technology | 2019 |
Publications
- COVSIM: A stochastic agent-based COVID-19 SIMulation model for North Carolina
- Rosenstrom, E. T., Ivy, J. S., Mayorga, M. E., & Swann, J. L. (2024), Epidemics. https://doi.org/10.1016/j.epidem.2024.100752
- Evaluation of the US COVID-19 Scenario Modeling Hub for informing pandemic response under uncertainty
- Howerton, E., Contamin, L., Mullany, L. C., Qin, M., Reich, N. G., Bents, S., … Lessler, J. (2023), NATURE COMMUNICATIONS, 14(1). https://doi.org/10.1038/s41467-023-42680-x
- Scenario Design for Infectious Disease Projections: Integrating Concepts from Decision Analysis and Experimental Design
- Runge, M. C., Shea, K., Howerton, E., Yan, K., Hochheiser, H., Rosenstrom, E., … Viboud, C. (2023, October 12). , . https://doi.org/10.1101/2023.10.11.23296887
- COULD EARLIER AVAILABILITY OF BOOSTERS AND PEDIATRIC VACCINES HAVE REDUCED IMPACT OF COVID-19?
- Rosenstrom, E. T., Ivy, J. S., Mayorga, M. E., & Swann, J. L. (2022), 2022 WINTER SIMULATION CONFERENCE (WSC), pp. 1092–1103. https://doi.org/10.1109/WSC57314.2022.10015236
- Optimizing the First Response to Sepsis: An Electronic Health Record-Based Markov Decision Process Model
- Rosenstrom, E., Meshkinfam, S., Ivy, J. S., Goodarzi, S. H., Capan, M., Huddleston, J., & Romero-Brufau, S. (2022, July 22), DECISION ANALYSIS, Vol. 7. https://doi.org/10.1287/deca.2022.0455
- Vaccinating children against COVID-19 is crucial to protect schools and communities
- Rosenstrom, E. T., Mele, J., Ivy, J. S., Mayorga, M. E., Patel, M. D., Lich, K. H., … Swann, J. L. (2022), PNAS Nexus. https://doi.org/10.1093/pnasnexus/pgac081
- Association of Simulated COVID-19 Vaccination and Nonpharmaceutical Interventions With Infections, Hospitalizations, and Mortality
- Patel, M. D., Rosenstrom, E., Ivy, J. S., Mayorga, M. E., Keskinocak, P., Boyce, R. M., … Swann, J. L. (2021), JAMA NETWORK OPEN, 4(6). https://doi.org/10.1001/jamanetworkopen.2021.10782
- Mask Interventions in K12 Schools Can Also Reduce Community Transmission in Fall 2021
- Mele, J., Rosenstrom, E., Ivy, J., Mayorga, M., Patel, M. D., & Swann, J. (2021, September 15). , (Vol. 9). Vol. 9. https://doi.org/10.1101/2021.09.11.21263433
