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Computer Vision

Jason Miller

We are interested in segmenting key pathologic features of age-related macular degeneration (AMD) in clinical retinal images that are routinely obtained in clinic. In particular, we are using optical coherence tomography (OCT) images combined with near-infrared reflectance (NIR) images to follow the many disease features of AMD. Many of these features are similar in appearance, ...

SangHyun Lee

My research focuses on maximizing the performance of people through technologies like wearables, robotics, and automation. Particularly, I apply signal processing techniques, computer vision, deep learning models, and large multi-modal models to better understand people performances in construction and built environments. My research is interdisciplinary, drawing from fields such as physiology, biomechanics, psychology, and behavioral ...

Steven Ceron

My projects span from the micro-scale to the macro-scale. On the microrobotics side, I have microrobot swarms composed of 300-micron diameter magnetic disks in a fluid that can be actuated with an oscillating magnetic field. Our goal is to eventually use future versions of these microrobot swarms for biomedical applications, where groups of microrobots could ...

Selena Smith

While Antarctica is an icy, cold, desolate place today, 80 million years ago in the Late Cretaceous it was warm, forested and biogeographically connected to Australia and South America. What plants were growing in these forests, how diverse were they, and what was their role in the assembly of modern forests in the Southern Hemisphere ...

Christoforos Mavrogiannis

One of my favorite research projects involves the development of algorithms for socially aware robot navigation, the problem of enabling a robot to traverse crowded human environments while accounting for human safety and comfort. One of my most exciting moments has been the formalization of the coupling between human and robot motion in crowded environments ...

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 ...

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 ...

Jiasi Chen

I am an Associate Professor of Electrical Engineering and Computer Science and Associate Professor of Computer Science and Engineering, Department of Electrical Engineering and Computer Science, College of Engineering. One project my group worked on is cost-efficient use of large language models (LLMs). Recently, there has been a proliferation of LLMs by multiple providers, each ...

Xiaosu (Frank) Hu

I'm excited about using machine learning and AI to better understand how the human brain works—and vice versa. I love exploring how we can use deep learning to decode brain signals and uncover patterns in things like pain or language processing. At the same time, I’m fascinated by how comparing brain activity with AI models ...

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Mohamed Abouelenien

Associate Professor, College of Engineering and Computer Science

Patricia Alves-Oliveira

Assistant Professor of Robotics, College of Engineering

Laura Balzano

Associate Professor, EECS, College of Engineering

Bernadette Bucher

Assistant Professor, Robotics

Electrical Engineering and Computer Science

Steven Ceron

Assistant Professor of Robotics, College of Engineering

Jiasi Chen

Associate Professor, Department of Electrical Engineering and Computer Science, College of Engineering

Jason Corso

Associate Professor, EECS, College of Engineering

Mark Draelos

Assistant Professor, Robotics

Negar Farzaneh

Research Investigator, Emergency Medicine