Dr. Hashimoto is the director of the Penn Computer Assisted Surgery and Outcomes (PCASO) Laboratory and has helped developed multiple computer vision algorithms for the analysis of surgical video, led international consensus on defining ground truth for the annotation of surgical video, and worked to define metrics to assess performance of AI algorithms on surgical tasks.