03/13/2026
A machine learning approach using Extreme Gradient Boosting to predict postoperative length of stay for pediatric elective procedures substantiated improved scheduling and more efficient hospital bed utilization. After implementation, median daily surgical volume rose, weekday underuse of hospital beds declined, and excess capacity days did not significantly increase. https://ja.ma/4lcoILP