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Healthcare Research

Kurt Skifstad

Dr. Skifstad’s focus is on tracking the evolving impact of AI on business models, the entrepreneurial ecosystem, and innovation. He was one of the first PhDs to graduate from the U-M Artificial Intelligence Lab. The first 30 years of his career were spent running venture capital-backed software companies.

James Wagner

James Wagner, Ph.D. is a Research Professor at the University of Michigan’s Survey Research Center (UM-SRC). His research is in the area of survey nonresponse and methods for addressing it during data collection. He has co-authored a book on adaptive survey design — which is a set of methods that aims to optimize the recruitment ...

Samar Gupta

I am a senior faculty at the University of Michigan Medical School. I am a co-investigator in an NIH-funded trial studying Psoriatic Arthritis. My past academic appointments include Assistant Professor of Medicine at Harvard Medical School and faculty at Boston University. I was a consultant at Brigham and Women’s Hospital in Boston, a major teaching ...

Karthik Ramani

My research focuses on the intersection of translational medicine, device innovation, and clinical trial design, leveraging advanced data science methodologies to improve patient outcomes in nephrology and vascular access. Specifically, I apply machine learning, predictive analytics, and real-world evidence methodologies to enhance the effectiveness of novel medical devices and optimize clinical workflows. My work also ...

Brittany Baur

Early warning systems (EWS) that predict patient outcomes for therapeutic interventions are increasingly being used to make clinical decisions. Predicted events often include outcomes such as unplanned ICU transfer, cardiac arrest, or death. The goal of these models is to provide a timely alert to clinicians so they can intervene and prevent these outcomes from ...

Haojie Zhu

Haojie Zhu’s research centers on identifying genetic and non-genetic biomarkers associated with the pharmacokinetics and pharmacodynamics of various therapeutic agents through an integrated multi-omics approach, including genomics, proteomics, and metabolomics. He is also focused on utilizing these biomarkers to develop statistical and machine-learning models aimed at individualizing pharmacotherapy

Patricia Alves-Oliveira

I lead Robot Studio, a Research lab in the Robotics Department of the University of Michigan. Our work is focused on democratizing health and arts with social robots. We develop human-centered robot systems that enhance the quality of life and that promotes creativity. Our lab is interdisciplinary, composed of researchers from computer science, engineering, information ...

Katherine Brumberg

Katherine Brumberg’s research focuses on matching and stratification methods in observational studies. Her main contributions have been in developing new methods for optimizing the balance of covariates between the treated and control groups using approximation algorithms to solve intractable integer programs. She applies this research in healthcare and social science domains and has a particular ...

Jiayu Zhou

My main research activities address the fundamental challenges of machine learning when applied to real-world applications. My research theme is to develop generalizable, scalable, interpretable, and privacy-preserving approaches that can effectively mine insights from big data and validate and incorporate such insights in application domains, especially health informatics. My long-term research vision is to achieve ...

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Keith Aaronson, MD

MD, Collegiate Professor of Cardiovascular Medicine, Professor of Internal Medicine, Michigan Medicine Cardiology Clinic | Cardiovascular Center

Yasser Aboelkassem

Assistant Professor, College of Innovation and Technology

Mohamed Abouelenien

Associate Professor, College of Engineering and Computer Science

Andrew J. Admon, MD, MPH, MSc

Clinical Lecturer, Department of Internal Medicine

Michelle Aebersold

Clinical Associate Professor, School of Nursing

Mahesh Agarwal

Associate Professor, Mathematics and Statistics, College of Arts, Sciences, and Letters

Carlos Aguilar

Assistant Professor, Biomedical Engineering

Omar Jamil Ahmed

Assistant Professor, Psychology

Raed Al Kontar

Associate Professor, Industrial and Operations Engineering, College of Engineering