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Learning Health Sciences

Charles Friedman

I am currently working to expose the relationships between AI and Learning Health Systems (LHS). More specifically, I am focused on why LHS and AI need to each in order for each to realize its full potential to drive health improvement. AI needs LHS infrastructure as a persistent means to 'land" AI applications in health ...

Geoffrey Siwo

My research is driven by a strong belief that abstracting complex scientific problems into computational problems has the power to accelerate the speed of scientific discovery and change who, here and how scientific discoveries are made and translated into practical solutions. I apply this principle to integrate computational techniques such as machine learning and artificial ...

Michael Lanham

All of my research and administrative projects have a component that focus on improving usability and decreasing burnout for healthcare providers. We have been able to develop and study several tools that use well-timed and well-designed clinical decision support to improve patient care and decrease risk for patients on high-risk medications. We have been fortunate ...

Zach Landis-Lewis

My research focuses on the use and effectiveness of coaching and appreciation feedback in healthcare. I lead a team that develops a software-based precision feedback system to generate messages about performance to healthcare professionals and teams. My work involves the processing of performance data to detect signals of motivating information that can be delivered with ...

Allen Flynn

I study medication prescription information and work on teams that create and evaluate applications of natural language processing to medication prescription information. The main thrust of my research in pharmacy informatics focuses on automating subtasks that pertain to medication prescribing by clinicians and medication prescription review by pharmacists. In addition, I work with the Knowledge ...

Jodyn Platt

Our team leads research on the Ethical, Legal, and Social Implications (ELSI) of learning health systems and related enterprises. Our research uses mixed methods to understand policies and practices that make data science methods (data collection and curation, AI, computable algorithms) trustworthy for patients, providers, and the public. Our work engages multiple stakeholders including providers ...

Akbar Waljee

I use machine-learning techniques to implement decision support systems and tools that facilitate more personalized care for disease management and healthcare utilization to ultimately deliver efficient, effective, and equitable therapy for chronic diseases. To test and advance these general principles, I have built operational programs that are guiding—and improving—patient care in costly in low resource ...

David Hanauer

I focus on clinical informatics, both locally and nationally. Accomplishments and Awards Vaccine Effectiveness Against Long COVID in Children

Andrew Krumm

My research examines the ways in which individuals and organizations use data to improve. Quality improvement and data-intensive research approaches are central to my work along with forming equitable collaborations between researchers and frontline workers. Prior to joining the Department of Learning Health Sciences, I was the Director of Learning Analytics Research at Digital Promise ...

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Matthew A. Davis

Professor of Nursing, School of Nursing

Professor of Learning Health Sciences, Medical School

Allen Flynn

Assistant Professor of Learning Health Sciences, Medical School

Charles Friedman

Professor of Learning Health Sciences, Medical School

Professor of Information, School of Information; Professor of Health Management and Policy, School of Public Health

David Hanauer

Clinical Associate Professor of Learning Health Sciences, Medical School

Clinical Associate Professor of Pediatrics, Medical School; Clinical Associate Professor of Information, School of Information

Yongqun (Oliver) He

Professor of Microbiology and Immunology, Medical School

Professor and Veterinarian, Laboratory Animal Medicine; Professor of Learning Health Sciences, Medical School

Andrew Krumm

Assistant Professor of Learning Health Sciences, Michigan Medicine

Assistant Professor of Surgery, Medical School; Assistant Professor of Information, School of Information

Zach Landis-Lewis

Assistant Professor of Learning Health Sciences, Medical School

Michael Lanham

Clinical Associate Professor of Learning Health Sciences, Medical School

Clinical Associate Professor of Obstetrics and Gynecology, Medical School

Jodyn Platt

Associate Professor of Learning Health Sciences, Medical School

Associate Professor of Health Management and Policy, School of Public Health