Surgical Workflow Modeling

Understanding the structure and semantics of surgical procedures is essential for building intelligent surgical assistants. We develop models that recognize surgical phases, instrument-tissue interactions, and procedural context — enabling systems that can anticipate the next steps, assess surgeon skill, and provide real-time guidance.