Ciao! I am a PhD candidate in Surgical Robotics at UNSW, Sydney.
Some things I like:
• Robotics, Soft Robotics
• Control Theory, Model Predictive Control
• Computer Vision, Reinforcement Learning
• Their application to surgical robotics
Currently Working On
For my PhD, I am trying to automate surgical procedures using robotic systems.
For example, a soft robot could be capable of both navigating the bronchial tree and detecting suspicious lesions, only using the information from the camera.
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Are the camera images and the exctracted features enough to know precisely where the robot is in the bronchial tree?
Keywords: SLAM, Visual Odometry, etc. -
Can we get close to 100% accuracy in detecting cancerous lesions using only computer vision techniques?
Keywords: Computer Vision, Deep Learning, etc. -
How to precisely control the robot to reach the desired location?
Keywords: Model Predictive Control, Reinforcement Learning, etc.