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 — CEMS; Drug design/molecular therapeutics, Bioinformatics, Genomics/Precision Medicine
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Assistant Professor — CS&E; Ethics/Fairness, Public Health and Epidemiology, Digital Health/Health Informatics/EHR, Mental Health/Behaviorial Science
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Professor, Director of Graduate Studies — ChemE; Drug design/molecular therapeutics, Bioinformatics, Protein Design
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Professor — BME; Wearable sensors/Mobile Health, Medical Imaging, Bioinformatics, Mental Health/Behaviorial Science
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Professor — CS&E; Wearable sensors/Mobile Health, Medical Imaging, Bioinformatics, Digital Health/Health Informatics/EHR, Genomics/Precision Medicine
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Professor — ISyE; Public Health and Epidemiology, Digital Health/Health Informatics/EHR
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Director of Undergraduate Studies — Data Science; Public Health and Epidemiology, Wearable sensors/Mobile Health, Digital Health/Health Informatics/EHR
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Assistant Professor — CS&E; Medical Imaging, Digital Health/Health Informatics/EHR
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Assistant Professor — Family Social Science; Digital Health/Health Informatics/EHR, Mental Health/Behaviorial Science, Wearable sensors/Mobile Health
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Associate Professor — CS&E; Digital Health/Health Informatics/EHR, Mental Health/Behaviorial Science
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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
Selected Projects
- Bioinformatics and Computational Biology (CS&E)
- Discovering Patterns to Improve Health to Overcome Health Disparities
- Evaluation of Federated Learning Variations for COVID-19 diagnosis using Chest Radiographs from 42 US and European hospitals
- Extracting Typical and Atypical Disease Progression Patterns from Multi-Site EHR
- 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
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RAPID: COVID-19 Transmission Network Reconstruction from Time-Series Data