Chinmay Satish Raut

Automated Flexible Needle Trajectory Planning for Keyhole Neurosurgery Using Reinforcement Learning

Planning a safe trajectory for minimally invasive (keyhole) neurosurgery procedures require avoiding critical anatomical structures such as blood vessels and ventricles while optimizing the needle trajectory parameters such as length and curvature to comply with the needle kinematics. In this paper,…