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Drug-related fall risk in hospitals: a machine learning approach

Silva, Amanda; Santos, Henrique; Rotta, Ana; Baiocco, Graziella; Vieira, Renata; Urbanetto, Janete

Objective: To compare the performance of machine-learning models with the Medication Fall Risk Score (MFRS) in predicting fall risk related to prescription medications. Methods: This is a retrospective case-control study of adult and older adult patients in a tertiary hospital in Porto Alegre, RS, Brazil. Prescription drugs and drug classes were investigated. Data were exported to the RStudio software for stati...

Date: 2023   |   Origin: Repositório Científico da Universidade de Évora
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