Development of a machine learning model and nomogram to predict seizures in children with COVID-19: a two-center study.

Our research indicates that the RF model demonstrates excellent performance in predicting seizures, and our novel nomogram can facilitate clinical decision-making and potentially offer benefit for clinicians to prevent and treat seizures in children with COVID-19.