Development and Validation of a META-Algorithm to Identify the Indications of Use of Biological Drugs Approved for the Treatment of Immune-Mediated Inflammatory Diseases from Claims Databases: Insights from the VALORE Project.

Andrea SpiniLuca L'AbbateYlenia IngrasciottaGiorgia PellegriniMassimo CarolloValentina IentileOlivia LeoniMartina ZanforliniDomenica AnconaPaolo StellaAnna CavazzanaAngela ScapinSara LopesValeria Belleudi Gianluca Trifirò

Published in: Clinical epidemiology (2024)

The newly developed META-algorithm demonstrated high validity estimates in the Italian claims data and was capable of discriminating with good performance among the most frequent IMID indications.

Keyphrases

health insurance
machine learning
deep learning
big data
oxidative stress
quality improvement
electronic health record
neural network
artificial intelligence
drug induced
smoking cessation