Marisa C. Eisenberg, Ph.D., M.S.
- Associate Professor, Epidemiology
- Associate Professor, Mathematics
- M5166 SPH II
- 1415 Washington Heights
- Ann Arbor, Michigan 48109-2029
Marisa Eisenberg received her Ph.D. and M.S. in Biomedical Engineering from the University of California, Los Angeles in 2009. She then spent three years as a postdoctoral fellow studying mathematical biology at the Mathematical Biosciences Institute at Ohio State University, before joining the faculty at University of Michigan as an assistant professor in the Department of Epidemiology.
- Ph.D., Biomedical Engineering, UCLA, 2009
- M.S., Biomedical Engineering, UCLA, 2007
- B.S., Cybernetics, UCLA, 2003
Research Interests & Projects
- Marisa Eisenberg's research is in mathematical biology, and is centered around using and developing parameter estimation and identifiability techniques to connect math models and disease data. Her recent research has been primarily in modeling infectious diseases, particularly examining cholera and waterborne disease. She has also developed models of cancer and endocrine disorders. Some current areas of interest include: parameter identifiability and estimation, infectious diseases, cholera and waterborne diseases, cancer modeling, global health, networks and complexity.
- Brouwer, A.F., Meza, R., and Eisenberg, M.C. 2016. A systematic approach to determining the identifiability of multistage carcinogenesis models. Risk Analysis, in press
- Walch, O.J. and Eisenberg, M.C. 2016. Parameter identifiability and identifiable combinations in generalized Hodgkin-Huxley models. Neurocomputing 199, 137-143.
- Brouwer, A.F., Eisenberg, M.C., Meza, R. 2016. Age effects and temporal trends in HPV-related and HPV-unrelated oral cancer in the United States: A multistage carcinogenesis modeling analysis. PLOS One 11(3): e0151098.
- Hayashi, M.A.L. and Eisenberg, M.C. 2016. Effects of Adaptive Protective Behavior on the Dynamics of Sexually Transmitted Infections. J. Theoretical Biology, 388: 119-130.
- Meshkat, N., Sullivant, S., and Eisenberg, M.C. 2015. Identifiability results for several classes of linear compartment models. Bulletin of Mathematical Biology, 77 (8): 1620-1651.
- Brouwer, A.F., Meza, R., Eisenberg, M.C. 2015. Transmission Heterogeneity and Autoinoculation in a Multisite Infection Model of HPV. Mathematical Biosciences, 270(A):115-125.
- Tien, J.H., Shuai, Z., Eisenberg, M.C., van den Driessche, P. (2015). Disease invasion on community networks with environmental pathogen movement. Journal of Mathematical Biology, 70 (5), 1065-1092.
- Eisenberg, M.C. and Hayashi, M.A.L. (2014). Determining identifiable parameter combinations using subset profiling. Mathematical Biosciences, 256, 116–126.
- Eisenberg, M.C., Kujbida, G., Tuite, A.R., Fisman, D.N., Tien, J.H. (2013). Examining rainfall and cholera dynamics in Haiti using statistical and dynamic modeling approachesEpidemics, 5 (4), 197-207.
- Eisenberg, M.C., Shuai, Z., Tien, J.H., van den Driessche, P. (2013). A Cholera Model in a Patchy Environment with Water and Human Movement.Math. Biosciences, 246(1), 105-112.
- Eisenberg, M.C., Robertson, S., Tien, J. (2013). Identifiability and estimation of multiple transmission pathways in waterborne disease.J. Theor Biol, 324(7), 84–102.