Machine Learning for Clinical Decision Support of Acute Streptococcal Pharyngitis: A Pilot Study.

Applying the machine-learning strategy resulted in a high positive predictive value for the detection of streptococcal pharyngitis and can contribute as a medical decision aid in the diagnosis and treatment of GAS-P.