Medical robotics workshops at IROS2020

 

IROS 2020 Full-day Workshops are starting today, offering numerous training and learning opportunities - for free!

October 25, 2020

October 29, 2020

November 6, 2020

  • Cognitive Robotic Surgery: Perception, Inference, Planning and Automation, Clinical, Social and Ethical Implications by Dr. Stoyanov et al.
    • This workshop will focus on the cognitive aspects of robotic surgery: what are the aspects of an artificially intelligent robotic system for surgery? Given the large breadth in surgical robotics today, a focus on cognitive aspects of the robotic systems and the artificial intelligence underlying their behaviors is increasingly important to focus on; a parallel to the discussion of self-driving cars, another area where human life is in the hands of the AI. To explore this, the following key areas will be the primary focus of the workshop:
    • Perception: ​the use of sensory feedback from optical, force, etc. modalities to perform localization of the robot and the tissues of interest, context of the situation, and etc. Segmentation, tracking, reconstruction, fusion, robot estimation, etc.    
    • Inference:​ strategies for contextual understanding of the environment and the robot. This falls between perception and planning and may generalize beyond the systems themselves to understanding more about the clinical process, surgeons, etc.
    • Planning and Automation:​ use of perception and inferencing to generate and follow plans to perform an intervention or diagnostic procedure. Consideration of human-in-the-loop, co-robot and human-robot interactions, motion and task planning.    
    • Clinical, Practical, Social, and Ethical Implications:​ clinical perspectives of robotics and automation in surgery; practical issues of data availability and validation; considerations of impact and need, commercial value and market size; ethical implications of increased automation and robotic tools in the operating room.


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