Description
Mariel Lavieri, Ph.D.
Associate Professor, Department of Industrial and Operations Engineering
University of Michigan
“Managing Patients with Chronic Conditions”
Chronic disease management often involves sequential decisions that have long-term implications. Those decisions are based on high-dimensional information, which poses a problem for traditional modeling paradigms. I describe some of my ongoing research modeling medical decisions of patients with chronic conditions. Key to the models developed is the incorporation of the individual patient's disease dynamics into the parameterization of the models of the disease state evolution. Model conception and validation is described, as well as the role of multidisciplinary collaborations in ensuring the practical impact of my work.
Biography
Mariel Lavieri is an associate professor and the associate chair for Undergraduate Studies in the Department of Industrial and Operations Engineering at the University of Michigan. In her work, she applies operations research to healthcare topics. Lavieri has developed dynamic programming, stochastic control, and continuous, partially observable state space models to guide screening, monitoring and treatment decisions of chronic disease patients. Among others, her work has been applied to guide the management of glaucoma, macular degeneration, coronary heart disease, cancer and concussion. She has also created models for health workforce and capacity planning. Lavieri is the recipient of the MICHR Distinguished Mentor Award, the National Science Foundation CAREER Award, the International Conference on Operations Research Young Participant with Most Practical Impact Award, the Bonder Scholarship, the Pierskalla Best Paper Award, and the Sanjay and Panna Mehrotra Research Excellence Award. She was selected to join the National Academies of Sciences, Engineering, and Medicine’s New Voices program. Lavieri has guided work that won the Medical Decision Making Lee Lusted Award, the INFORMS Doing Good with Good OR Award, the MIF Best Paper Award and the Production and Operations Management Society College of Healthcare Operations Management Best Paper Award. Lavieri currently serves as the Health Care Department Editor at IISE Transactions and as the President of the Health Applications Society at The Institute for Operations Research and the Management Sciences.
Managing Patients with Chronic Conditions
Location
Online Meeting
Category:
Campus Events
