Improving Operating Room Efficiency: Machine Learning Approach to Predict Case-Time Duration

Abstract

Our study is a notable advancement toward statistical modeling of case-time duration across all surgical departments in a large tertiary medical center. Machine learning approaches can improve case duration estimations, enabling improved operating room scheduling, efficiency, and reduced costs.