Matthew Kyan

Improving Intraoperative Liver Registration in Image-Guided Surgery with Learning-Based Reconstruction

Nonrigid image-to-physical registration is a crucial component in image-guided liver surgery. To overcome the problems caused by noisy, partial, and sparse intraoperative sampling, we propose a novel occupancy-learning-based mesh to point cloud registration and apply it to align the preoperative liv…