Development and validation of a machine learning model to improve precision prediction for irrational prescriptions in orthopedic perioperative patients

CONCLUSION: The RF model showcased significantly high level of proficiency in predicting irrational prescriptions among orthopedic perioperative patients, outperforming other models by a considerable margin. It effectively enhanced the efficiency of pharmacist interventions, displaying outstanding performance in assisting pharmacists to intervene with irrational prescriptions.PMID:38698685 | DOI:10.1080/14740338.2024.2348569
Source: Expert Opinion on Drug Safety - Category: Drugs & Pharmacology Authors: Source Type: research