Medical/Health Technology
Data Science is playing an increasing role in providing unique technological solutions in the medical and health sphere. CSE faculty has a long track record of collaborating with UMN's medical school and MHealth in this area.
Affiliated Faculty
Assistant Professor, Institute for Health Informatics,
Imaging Informatics Area Leader, Clinical and Translational Science Institute
Assistant Professor, Department of Chemical Engineering and Materials Science
Assistant Professor, Department of Computer Science & Engineering
Senior Biostatistician, Clinical and Translational Science Institute
Professor and Director of Graduate Studies, Chemical Engineering, Chemical Engineering and Materials Science
Associate Professor; Associate Dept. Head, Department of Electrical and Computer Engineering
Assistant Professor, Department of Civil, Environmental, and Geo- Engineering
Associate Professor of Medicine, Division of Infectious Diseases and International Medicine, Medical School
Professor and Institute for Translational Neuroscience Scholar, Department of Biomedical Engineering
Russell J. Penrose Professor in Nanotechnology, Department of Electrical and Computer Engineering
Regents Professor, Department of Computer Science & Engineering,
William Norris Land Grant Chair in Large-Scale Computing,
Director, CSE Data Science Initiative
Associate Professor, Department of Electrical and Computer Engineering
Professor and Institute for Translational Neuroscience Scholar, Endowed Lions Professor in Otolaryngology, Department of Biomedical Engineering,
Director, Earl E. Bakken Medical Device Center
Associate Professor, School of Nursing,
Adjunct Professor, School of Electrical Engineering and Computer Science, University of Ottawa
Assistant Professor, Department of Industrial and Systems Engineering
Benjamin Y.H. Liu / TSI Applied Technology Chair, Department of Mechanical Engineering
Professor — ISyE; Graph/Network/Tensor Analysis, Optimization, Logistics and Supply Chain
Associate Professor, Department of Electrical and Computer Engineering
Professor, Data Science Director of Undergraduate Studies, Department of Computer Science & Engineering
Researcher, Department of Computer Science & Engineering,
Assistant Director, CSE Data Science Initiative
Assistant Professor, Division of Pediatric Infectious Diseases, UMN Medical School
Assistant Professor, Department of Computer Science & Engineering
Associate Professor, Distinguished University Teaching Professor, McKnight Presidential Fellow, Department of Computer Science & Engineering
Founding Division Chief of the Division of Computational Health Sciences, Medical School
Labs and Research Groups
- GroupLens Research Group
- Hackel Lab
- Laboratory for Innovations in Sensing, Estimation and Control (LISEC)
- Neuromodulation Research and Technology Laboratory
- Group of Learning, Optimization, Vision, healthcarE and X (GLOVEX)
Organizations
- Institute for Engineering in Medicine
- Institute for Health Informatics
- Center for Learning Health System Sciences
Selected Projects
- University of Minnesota awarded $21M to lead research revealing effects of vagus nerve stimulation in humans
- SCH: A New Computational Framework for Learning from Imbalanced Biomedical Data. See also Ju Sun Receives $4.5M in Funding for Medical AI Projects and Beyond.
- Extracting Typical and Atypical Disease Progression Patterns from Multi-Site EHR
- CHS: Small: Collaborative Research: Tools for Mental Health Reflection: Integrating Social Media with Human-Centered Machine Learning
- Group-Specific Learning to Personalize Evidence-Based Medicine
- Innovative Methods for Real-time Risk Modeling of Postoperative Complications
- Parsing early emerging heterogeneity related to autism spectrum disorder
- RAPID: COVID-19 Transmission Network Reconstruction from Time-Series Data