Healthcare Research
Machine Learning, Mathematical and Statistical Modeling
Relevant Projects:



Bertram Pitt, MD

Keith Aaronson, MD

MD, Collegiate Professor of Cardiovascular Medicine, Professor of Internal Medicine

Michigan Medicine Cardiology Clinic | Cardiovascular Center

Dr. Aaronson is actively engaged in clinical practice and clinical research in the areas of heart failure, heart transplantation and mechanical circulatory support. His research has focused on improving health, quality of life and economic outcomes in these populations, utilizing methodologies ranging from small to large scale observational analyses, Markov modeling, meta-analyses, and both industry-sponsored and investigator-initiated randomized clinical trials of standard pharmaceutical interventions, alternative medicines, patient education and mechanical circulatory support. Dr. Aaronson has had a particular interest in modeling outcomes in advanced heart failure, heart transplantation and mechanical circulatory support to inform appropriate utilization of health resources.