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Informatics

Q. Vera Liao

With a background in human-computer interaction and AI ethics, Dr. Vera Lioa’s research investigates the risks of emerging AI technologies, and aims to mitigate the risks through responsible development processes and human-centered design interventions. She is particularly interested in promoting transparency of AI technologies (e.g. through explainability, uncertainty and risk communication, and sound evaluation) to ...

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.

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 ...

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 ...

Steven Wilson

I study human communication using Natural Language Processing methods with a focus on understanding and incorporating the social context of text data and the people that create it. I am broadly interested in how people sift through and add to the vast body of online content, how they tell stories and make sense of the ...
Photo of Xiaofan Liang

Xiaofan Liang

My research focused on using computational approaches and spatial and social network methods to advance understanding and solutions for contemporary urban challenges. My current research has two themes: 1) examining how urban network infrastructure (e.g., transportation, social, or digital infrastructure) can simultaneously be inclusive and exclusive, offering connectivity and access for certain populations, places, or ...

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 ...

Suraj Rampure

As teaching faculty, Suraj spends his time teaching students how to think critically with data. He teaches students the theoretical foundations of data science, from empirical risk minimization, linear algebra, and probability, to more practical aspects, from tabular data manipulation and web scraping to model building and cross-validation, with an emphasis on implementation in Python. ...

Catherine Kaczorowski

The Kaczorowski laboratory, led by Dr. Catherine Kaczorowski, pioneers techniques to identify and validate genetic and cellular mechanisms that promote resilience to cognitive aging, Alzheimer’s disease, and other age-related dementias. By combining mouse and human systems; genomic, anatomic, and behavioral approaches; and integrative analyses across multiple scales, data types, environmental factors, and species, we are ...

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Yasser Aboelkassem

Assistant Professor, College of Innovation and Technology

Andrew J. Admon, MD, MPH, MSc

Clinical Lecturer, Department of Internal Medicine

Carlos Aguilar

Assistant Professor, Biomedical Engineering

Raed Al Kontar

Associate Professor, Industrial and Operations Engineering, College of Engineering

Patricia Alves-Oliveira

Assistant Professor of Robotics, College of Engineering

Sardar Ansari

Assistant Professor, Emergency Medicine

Brian D. Athey

Professor, Computational Medicine and Bioinformatics, Michigan Medicine Internal Medicine and Psychiatry, Michigan Medicine

Veera Baladandayuthapani

Professor, Biostatistics, School of Public Health

Laura Balzano

Associate Professor, EECS, College of Engineering