Machine learning-assisted literature screening for a medication-use process-related systematic review.
Cawley Michelle, Carlson Rebecca, Vest Tyler A, +1 more·American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists
PURPOSE: This article summarizes a novel methodology of applying machine learning (ML) algorithms trained with external training data to assist with article screening for 2 annual review series related to the medication-use process (MUP) generally and the MUP in ambulatory care settings (ACMUP) specifically. As the lit…