Development of Prediction Model Using Machine-Learning Algorithms for Nonsteroidal Anti-inflammatory Drug-Induced Gastric Ulcer in Osteoarthritis Patients: Retrospective Cohort Study of a Nationwide South Korean Cohort

CONCLUSIONS: We obtained a prediction model for NSAID-induced gastric ulcers using the GBM method. Since personal prescription period and the severity of comorbidities were considered numerically, individual patients' risk could be well reflected. The prediction model showed high performance and interpretability, so it is meaningful to both clinicians and NSAID users.PMID:37529187 | PMC:PMC10375806 | DOI:10.4055/cios22240

Source: Clinics in Orthopedic Surgery - August 2, 2023 Category: Orthopaedics Authors: Jaehan Jeong Hyein Han Du Hyun Ro Hyuk-Soo Han Sungho Won Source Type: research