Risk Factors for Pediatric Acute Chest Syndrome Utilizing Machine Learning Techniques.
Acute chest syndrome (ACS) causes significant morbidity and mortality in both adult and pediatric patients with sickle cell disease (SCD). Despite known risk factors for developing ACS, this complication is often unexpected. We hypothesized that a machine learning model could predict progression to ACS in children. A r...