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Data Science Mentor

Anhong Guo

I design, develop, and deploy hybrid human-AI intelligent interactive systems to provide access to visual information in the real world. By combining the advantages of humans and AI, these systems can be nearly as robust and flexible as humans, and nearly as quick and low-cost as automated AI, enabling us to solve problems that are ...

Mariel Lavieri

Dr. Lavieri’s group is focused on creating novel modeling frameworks that utilize the rich datasets available in healthcare to personalize screening, monitoring, and treatment decisions of chronic disease patients. Her group has also created models for health workforce and capacity planning.

Lu Wang

Lu’s research is focused on natural language processing, computational social science, and machine learning. More specifically, Lu works on algorithms for text summarization, language generation, argument mining, information extraction, and discourse analysis, as well as novel applications that apply such techniques to understand media bias and polarization and other interdisciplinary subjects.

Abigail Jacobs

I am interested in how governance, communities, and inequality emerge in sociotechnical systems, and how the structure of sociotechnical systems encodes and reinforces these processes. To those ends, I develop empirical data and computational methods, focusing on latent variable models; statistical inference in networks; empirical design to study governance in organizations, platforms, and computational social ...

David Jurgens

I research how humans behave by observing the things we say, what we do, and who we are. My research combines linguistic analysis and network science together to understand behavior in its natural social context. I collaborate with colleagues from areas such as Psychology, Linguistics, Digital Humanities, and Sociology to improve our theories using data-driven ...

Amy Cohn

Amy Cohn, PhD, is a Thurnau Professor in the Department of Industrial and Operations Engineering at the University of Michigan College of Engineering and Director of the Center for Healthcare Engineering and Patient Safety.  Her primary research interest is in robust and integrated planning for large-scale systems, predominantly in healthcare and aviation applications. Her primary ...

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Methodologies

Applications

Amy Cohn

Professor, Industrial and Operations Engineering, College of Engineering Center for Healthcare Engineering and Patient Safety (CHEPS) Institute for Healthcare Policy and Innovation (IHPI)

Anhong Guo

Assistant Professor, Computer Science & Engineering

Abigail Jacobs

Assistant Professor, Information, School of InformationComplex Systems, College of Literature, Science, and the Arts

David Jurgens

Assistant Professor, School of Information

Mariel Lavieri

Associate Professor, Associate Chair of Undergraduate Studies, Industrial and Operations Engineering

Lu Wang

Assistant Professor, Computer Science and Engineering, EECS