Mathias Unberath is an assistant professor in the Department of Computer Science, with a secondary appointment in ophthalmology at the School of Medicine, and a core faculty member of the Laboratory for Computational Sensing and Robotics and the Malone Center for Engineering in Healthcare.
With his group—the Advanced Robotics and Computationally AugmenteD Environments (ARCADE) Lab—he advances healthcare by creating collaborative intelligent systems that support clinical workflows. Through synergistic research on imaging, computer vision, machine learning, and interaction design, he builds human-centered solutions that are embodied in emerging technology such as mixed reality and robotics.
Previously, Mathias was an assistant research professor in computer science and a postdoctoral fellow in the Laboratory for Computational Sensing and Robotics at Hopkins. He completed his PhD in Computer Science at the Friedrich-Alexander-Universität Erlangen-Nürnberg from which he graduated summa cum laude in 2017. While completing a Bachelor’s in Physics and Master’s in Optical Technologies at FAU Erlangen, Mathias studied at the University of Eastern Finland as an ERASMUS scholar in 2011 and joined Stanford University as DAAD fellow throughout 2014.
Mathias has published more than 100 journal and conference articles, and has received numerous awards, grants, and fellowships, including the NIH NIBIB R21 Trailblazer Award.
He teaches CS482/682 Machine Learning: Deep Learning, CS486/686 Artificial Intelligent System Design and Development, and CS486/686 Interpretable Machine Learning Design.