Forecasting Pediatric Trauma Volumes: Insights From a Retrospective Study Using Machine Learning.
Tsutsumi Ayaka, Camerota Chiara, Esposito Flavio, +3 more·The Journal of surgical research
INTRODUCTION: Rising pediatric firearm-related fatalities in the United States strain Trauma Centers. Predicting trauma volume could improve resource management and preparedness, particularly if daily forecasts are achievable. The aim of the study is to evaluate various machine learning models' accuracy on monthly, wee…