Medical/Health Technology
![colorful x-ray diagram of a heart health test](/sites/cse.umn.edu/files/styles/webp_scaled/public/replacement-parts_1152.jpeg.webp?itok=KYbIArT5)
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
![Mahdi Bayat](/sites/cse.umn.edu/files/styles/folwell_full/public/Mahdi%20Bayat.webp?itok=jWNEZZxJ)
Assistant Professor, Institute for Health Informatics,
Imaging Informatics Area Leader, Clinical and Translational Science Institute
![natalie](/sites/cse.umn.edu/files/styles/folwell_full/public/boehnke%20200.jpg.webp?itok=ujdjfmOs)
Assistant Professor, Department of Chemical Engineering and Materials Science
![Stevie Chancellor](/sites/cse.umn.edu/files/styles/folwell_full/public/Chancellor_Stevie_headshot_thumb_0.jpg.webp?itok=GlFNt4-N)
![Tianhong Cui](/sites/cse.umn.edu/files/styles/folwell_full/public/Cui_Tianhong500x750_0.jpg.webp?itok=T5-MNY46)
![Michael Esposito](/sites/cse.umn.edu/files/styles/folwell_full/public/Michael_Esposito-LAM02437.jpeg.webp?itok=JavS97Rb)
![](/sites/cse.umn.edu/themes/custom/cse/img/person_placeholder.png)
![hackel](/sites/cse.umn.edu/files/styles/folwell_full/public/hackel%20200.jpg.webp?itok=o3TyBRnd)
Professor and Director of Graduate Studies, Chemical Engineering, Chemical Engineering and Materials Science
![Gregory Handy](/sites/cse.umn.edu/files/styles/folwell_full/public/Gregory%20Handy.jpeg.webp?itok=WGUE76PT)
![Professor Jarvis Haupt](/sites/cse.umn.edu/files/styles/folwell_full/public/Jarvis%20Haupt.jpg.webp?itok=j6V314ki)
Associate Professor; Associate Dept. Head, Department of Electrical and Computer Engineering
![Qizhi He](/sites/cse.umn.edu/files/styles/folwell_full/public/IMG-0044%20%281%29_0.jpeg.webp?itok=zCFPwRMy)
![Alon Herschhorn](/sites/cse.umn.edu/files/styles/folwell_full/public/Alon%20Herschhorn.png.webp?itok=4XblvnKH)
Associate Professor of Medicine, Division of Infectious Diseases and International Medicine, Medical School
![Matt Johnson headshot](/sites/cse.umn.edu/files/styles/folwell_full/public/matt-johnson-profile.jpeg.webp?itok=kE2R8NEs)
Professor and Institute for Translational Neuroscience Scholar, Department of Biomedical Engineering
![Mostafa Kaveh](/sites/cse.umn.edu/files/styles/folwell_full/public/Mos%20Kaveh_0_1.jpg.webp?itok=vql0tObT)
![Steven Koester](/sites/cse.umn.edu/files/styles/folwell_full/public/Steve%20Koester_2.jpg.webp?itok=o-C1gxDZ)
Russell J. Penrose Professor in Nanotechnology, Department of Electrical and Computer Engineering
![Vipin Kumar headshot](/sites/cse.umn.edu/files/styles/folwell_full/public/Kumar_Vipin_1.jpg.webp?itok=6RYEj1QF)
Regents Professor, Department of Computer Science & Engineering,
William Norris Land Grant Chair in Large-Scale Computing,
Director, CSE Data Science Initiative
![Erich Kummerfeld](/sites/cse.umn.edu/files/styles/folwell_full/public/Erich%20Kummerfeld.jpg.webp?itok=r8Tfgx4E)
![Andrew Lamperski](/sites/cse.umn.edu/files/styles/folwell_full/public/Andrew%20Lamperski_1.jpg.webp?itok=vukNJ3Am)
Associate Professor, Department of Electrical and Computer Engineering
![Hubert H. Lim](/sites/cse.umn.edu/files/styles/folwell_full/public/Hubert%20Lim.jpeg.webp?itok=-2lIiaMI)
Professor and Institute for Translational Neuroscience Scholar, Endowed Lions Professor in Otolaryngology, Department of Biomedical Engineering,
Director, Earl E. Bakken Medical Device Center
![Martin Michalowski](/sites/cse.umn.edu/files/styles/folwell_full/public/martin-michalowski.png.webp?itok=vUUndPCh)
Associate Professor, School of Nursing,
Adjunct Professor, School of Electrical Engineering and Computer Science, University of Ottawa
![Rajamani_200x300.jpg Image Unavailable](/sites/cse.umn.edu/files/styles/folwell_full/public/2019-06/Rajamani_200x300.jpg.webp?itok=VRxyLY1F)
Benjamin Y.H. Liu / TSI Applied Technology Chair, Department of Mechanical Engineering
![Jean Philippe Richard headshot](/sites/cse.umn.edu/files/styles/folwell_full/public/DRG_3299_ISyE-8-2018.jpeg.webp?itok=qM7iH6ZR)
Professor — ISyE; Graph/Network/Tensor Analysis, Optimization, Logistics and Supply Chain
![John Sartori](/sites/cse.umn.edu/files/styles/folwell_full/public/John%20Sartori_0.jpg.webp?itok=1g2WQI7f)
Associate Professor, Department of Electrical and Computer Engineering
![Jaideep Srivastava headshot](/sites/cse.umn.edu/files/styles/folwell_full/public/Srivastava_Jaideep_1.jpg.webp?itok=OufXEncl)
Professor, Data Science Director of Undergraduate Studies, Department of Computer Science & Engineering
![Michael Steinbach umn](/sites/cse.umn.edu/files/styles/folwell_full/public/steinbach.jpeg.webp?itok=xegda2ou)
Researcher, Department of Computer Science & Engineering,
Assistant Director, CSE Data Science Initiative
![Ju Sun](/sites/cse.umn.edu/files/styles/folwell_full/public/Sun_Ju_headshot_thumb.jpg.webp?itok=3WaKD8Qv)
![Xiaoran Sun](/sites/cse.umn.edu/files/styles/folwell_full/public/Sun-X-2022-hdshot_0.jpg.webp?itok=7pPGyAdn)
![Yogatheesan Varatharajah](/sites/cse.umn.edu/files/styles/folwell_full/public/Yogatheesan%20Varatharajah.jpeg.webp?itok=lsnUAn1C)
Assistant Professor, Department of Computer Science & Engineering
![Lana Yarosh](/sites/cse.umn.edu/files/styles/folwell_full/public/Yarosh_Lana_headshot_thumb.jpg.webp?itok=kXgSI-GG)
Associate Professor, Distinguished University Teaching Professor, McKnight Presidential Fellow, Department of Computer Science & Engineering
![Rui Zhang](/sites/cse.umn.edu/files/styles/folwell_full/public/Rui%20Zhang.png.webp?itok=GbpnS18i)
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