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AI plays a crucial role in enhancing operating room management by improving efficiency, safety, and patient flow while reducing costs. Recent evidence from studies conducted between February 2019 and September 2023 highlights the predictive capabilities of machine learning in surgical case duration, PACU length of stay, and cancellation risks. However, most findings stem from retrospective studies, with limited randomised trials and external validations, indicating a need for cautious...