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Guy Rosman

Adjunct Associate Professor in the Department of Surgery
Surgery, Minimally Invasive Surgery
DUMC 3704, Durham, NC 27710
DUMC 3704, Durham, NC 27710
Office hours By appointment / virtual. Please send an email to schedule.  

Overview


Dr. Rosman received a BSc Summa Cum Laude, MSc Cum Laude, and Ph.D. from the Technion - Israel Institute of Technology (with the Jacobs-Qualcomm fellowship), in the Computer Science Department. During his postdoc at MIT/CSAIL, Dr. Rosman received the Technion-MIT post-doctoral Fellowship and worked with the Distributed Robotics Lab and the Sensing, Learning, and Inference group. His research interests include inference and machine learning techniques for surgical computer vision, as well as human-aware robotics, autonomous driving, and other sensing applications.

He has rich experience in the industry, including both medical and other domains -- including IBM Research, RAFAEL Ltd., Medicvision, and Invision Biometrics (Intel Realsense), as well as in the Toyota Research Institute, where he leads the Human Aware Interaction & Learning team.

His publications span papers on a variety of topics and venues, from robotics and sensor modeling and planning, through human-aware robotics and AI, to surgical workflow understanding and prediction, the role of AI in surgery. He is also the co-editor of a book on Artificial Intelligence in Surgery, published in 2021.

Current Appointments & Affiliations


Adjunct Associate Professor in the Department of Surgery · 2024 - Present Surgery, Minimally Invasive Surgery, Surgery
Adjunct Associate Professor in Biostatistics & Bioinformatics · 2024 - Present Biostatistics & Bioinformatics, Division of Translational Biomedical, Biostatistics & Bioinformatics

Recent Publications


Shared Autonomy for Proximal Teaching

Conference ACM IEEE International Conference on Human Robot Interaction · January 1, 2025 Motor skills education often requires experienced professionals who can provide personalized instruction. Unfortu-nately, the availability of high-quality training can be limited for specialized tasks, such as high performance racing. Several recent works ... Full text Cite

Personalizing driver safety interfaces via driver cognitive factors inference.

Journal Article Scientific reports · August 2024 Recent advances in AI and intelligent vehicle technology hold the promise of revolutionizing mobility and transportation through advanced driver assistance systems (ADAS). Certain cognitive factors, such as impulsivity and inhibitory control have been show ... Full text Cite
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Education, Training & Certifications


Technion - Israel Institute of Technology, Faculty of Computer Science (Israel) · 2014 Ph.D.