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Healthcare Research

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Kevin Zhou

My lab develops high-throughput computational 4D optical imaging systems, leveraging highly parallelized and multiplexed imaging hardware designs and large-scale, image reconstruction algorithms. Such high-throughput imaging systems can capture gigabytes to even terabytes of image data per second, creating a wealth of data and exciting new challenges for AI/ML. In particular, AI/ML is intimately involved in ...

Amelia Warden

One line of my research focuses on understanding and modeling visual clutter, a major challenge in the design of augmented and mixed reality (AR/MR) systems that overlay virtual information on the real world. We developed and applied computational models to quantify different levels of clutter and examined how clutter impacts attention and task performance. A ...

Ke Sun

My research centers around developing innovative methodologies for ambient intelligence by designing intelligent mobile, wearable, and IoT systems. Leveraging advanced data science tools, my work integrates machine learning, deep neural networks, and multimodal signal processing techniques to interpret complex sensor data. My methodological approaches include supervised and self-supervised representation learning, sensor fusion, knowledge-guided model optimization, ...

Jian Kang

Professor Jian Kang’s research lies at the forefront of data science in biostatistics, with a strong emphasis on developing and applying advanced Bayesian and machine learning methodologies to extract insights from complex biomedical data. His work integrates statistical rigor with computational innovation to address high-dimensional, structured, and noisy data commonly encountered in public health, neuroscience, ...

Muneesh Tewari

One of our projects, which is a collaboration with Dr. Sung Won Choi's lab and others, is aimed at finding new ways for personalized prediction of side effects of a new cancer therapy called CAR-T cell therapy. This is a potentially life-saving therapy that can also have serious side effects, including one called cytokine release ...

Mike Dorsch

Dr. Dorsch is a pharmacist and clinical researcher who studies the effects of digital health on outcomes in cardiovascular disease. In addition, I have extensive experience in data collection methods, statistical analysis, and digital health technology implementation. He has developed and prospectively studied mobile application-based interventions. One of which uses uses location-aware AI services (including ...

Charles Friedman

I am currently working to expose the relationships between AI and Learning Health Systems (LHS). More specifically, I am focused on why LHS and AI need to each in order for each to realize its full potential to drive health improvement. AI needs LHS infrastructure as a persistent means to 'land" AI applications in health ...

Hugo Gonzalez Villasanti

Systems theory and artificial intelligence tools for cyber-physical and human systems.

John Fink

My research focuses on inherited and degenerative disorders of the nervous system and includes phenotype analysis, identifying genes that cause these conditions, and developing and analyzing mouse and stem cell derived neuronal models of these conditions. We are investigating the use of AI-facilitated wearable sensors for serial analysis of motor performance of affected subjects to ...

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Keith Aaronson, MD

Professor of Cardiovascular Medicine, Medical School

Professor of Internal Medicine, Medical School

Egide Abahuje

Assistant Professor of Cardiac Surgery, Medical School

Yasser Aboelkassem

Assistant Professor of Engineering, College of Innovation and Technology, University of Michigan - Flint

Mohamed Abouelenien

Associate Professor of Computer and Information Science, College of Engineering and Computer Science, University of Michigan - Dearborn

Andrew J. Admon, MD, MPH, MSc

Assistant Professor of Internal Medicine - Pulmonary and Critical Care, Medical School

Assistant Professor of Epidemiology, School of Public Health

Michelle Aebersold

Clinical Professor of Nursing, School of Nursing

Clinical Associate Professor of Information, School of Information

Mahesh Agarwal

Associate Professor of Mathematics, College of Arts, Sciences, and Letters, University of Michigan - Dearborn

Carlos Aguilar

Associate Professor of Biomedical Engineering, College of Engineering and Medical School

Omar Jamil Ahmed

Associate Professor of Psychology, College of Literature, Science, and the Arts