Automated Laparoscopic Colorectal Surgery Workflow Recognition using Artificial Intelligence: Experimental Research.

A large annotated dataset of LCRS videos was constructed, and the phase, action, and tool were recognized with high accuracy using AI, which has potential uses in medical applications such as automatic video indexing and surgical skill assessments.