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Machine Learning

Ravi Allada

Understanding why we sleep remains one of the most enduring mysteries in science. A core feature of sleep is its homeostatic regulation, i.e., waking experience drives subsequent sleep. Here we are investigating the molecular basis of the sleep homeostat: 1) how does the homeostat sense waking signals? 2) How does the homeostat trigger sleep? 3) ...

Anders Kiledal

I use omics techniques to study Lake Erie cyanobacterial harmful algal blooms (cHABs) and work with collaborators from the medical school to study the effects of graft versus host disease on intestinal microbes following bone marrow transplant. One of my major projects is the Great Lakes Atlas of Multi-omics Research (GLAMR) database, which seeks to ...

Shubhanshu Shekhar

I am broadly interested in developing principled algorithms for addressing practical problems in machine learning and data science. My recent work has focused mainly in the area of anytime valid sequential hypothesis testing, estimation, and change detection.

Geoffrey Siwo

My research is driven by a strong belief that abstracting complex scientific problems into computational problems has the power to accelerate the speed of scientific discovery and change who, here and how scientific discoveries are made and translated into practical solutions. I apply this principle to integrate computational techniques such as machine learning and artificial ...

Man Zhang

I am a board-certified abdominal radiologist and medical ultrasound researcher with over 15 years of experience in developing and applying innovative ultrasound technologies to enhance patient care. At the University of Michigan (UM) Hospital, I am one of three body interventional radiologists specializing in the treatment of liver tumors using histotripsy. As the Director of ...

Oshin Tyagi

Dr. Oshin Tyagi has an MS and PhD from Texas A&M University in Industrial engineering. Her core research interests are in understanding, assessing, and supporting human physical capabilities in critical contexts (e.g., states of fatigue/stress and in high-risk environments), using emerging techniques in Neuroergonomics and occupational biomechanics. Her research work primarily focuses on uncovering sex-specific ...

Bernadette Bucher

Bernadette Bucher is an Assistant Professor in the Robotics Department at University ofMichigan. She leads the Mapping and Motion Lab which focuses on learning interpretable visual representations and estimating their uncertainty for use in robotics, particularly mobile manipulation. Her work has been recognized by a Best Paper Award in Cognitive Robotics at ICRA 2024 and ...

Tejaswi Worlikar

My research interests involve the development of histotripsy for clinical applications, which includes investigating how histotripsy impacts cancer progression and the immune microenvironment. Histotripsy is a non-invasive ultrasound (US) ablation technique that uses cavitation to mechanically disrupt the target tissue with millimeter accuracy.I have significant experience with pre-clinical work, especially in histotripsy liver tumor treatment, ...

Steven Soliman

Musculoskeletal Ultrasound Detection and Mechanistic Evaluations of a Type 2 Diabetes (T2D)- and Prediabetes (PreD)-Related Skeletal Muscle Abnormality. This research interest originated during my fellowship in MSK radiology in 2009. I hypothesized that increased skeletal muscle echo intensity (hyperechoic) observed in PreD and early T2D could serve as a simple, noninvasive, nonionizing, and inexpensive imaging ...

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Keith Aaronson, MD

MD, Collegiate Professor of Cardiovascular Medicine, Professor of Internal Medicine, Michigan Medicine Cardiology Clinic | Cardiovascular Center

Egide Abahuje

Assistant Professor of Cardiac Surgery, Medical School

Steven Abney

Associate Professor, Linguistics, LSA School of Information EECS, College of Engineering (Courtesy)

Yasser Aboelkassem

Assistant Professor, College of Innovation and Technology

Mohamed Abouelenien

Associate Professor, College of Engineering and Computer Science

Joelle Abramowitz

Associate Research Scientist, Survey Research Center, Institute for Social Research

Andrew J. Admon, MD, MPH, MSc

Clinical Lecturer, Department of Internal Medicine

Peter Adriaens

Professor, Civil and Environmental Engineering, College of EngineeringRoss School of BusinessSchool for Environment and Sustainability

Mahesh Agarwal

Associate Professor, Mathematics and Statistics, College of Arts, Sciences, and Letters