VAR at Medical Augmented Reality Summer School 2026 (MARSS)

Katarzyna Olszyńska and Robin Urrutia Escobar have bin to the 6th Summer School on AI, Robotics and XR Medical Augmented Reality Summer School (MARSS) for Clinical Applications in Shenzhen & Hong Kong. This was a great opportunity to dive deeper into the topics they work on daily – robotics, AI, and XR in the medical field.

Part of the Summer School was a hackaton where Katarzyna team managed to win the first place. Her team built an “Embodied AI-Driven Ultrasound Robotic System.” We developed an Intelligent AI Core powered by LLM/VLM with two key capabilities – procedural understanding, where the model comprehends ultrasound workflows and recognizes scanning stages in real time, and embodied control, where the LLM/VLLM follows human commands and interprets the live ultrasound images from the probe to guide its manipulation.

Robins team worked on “XR-Guided Robotic Ultrasound with CBCT Integration for Intervention.” The project focused on supporting accurate needle placement in spine interventions by combining robotic ultrasound, Cone-Beam CT data, and XR visualization. Our goal was to co-register live robotic ultrasound with 3D CBCT data, stream ultrasound information into an XR environment, and render a virtual spine phantom to support more intuitive 3D trajectory planning.

The experience was extremely rewarding for both of them. It was a great exercise in interdisciplinary collaboration, rapid prototyping, and translating technical ideas into clinically motivated concepts within a short time frame.

Thanks to the organizers – Prof. Dr. Hongbin Liu, Prof. Dr. Nassir Navab, Prof. Dr. Shaohua Kevin Zhou, and Prof. Dr. Jason Chan Ying for putting this together.

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