Validation of a claims-based algorithm for identifying non-infectious pneumonitis in patients diagnosed with lung cancer.

Shane S NeibartDaniella E PortalJyoti MalhotraSalma K JabbourJason A RoyBrian L Strom

Published in: Pharmacoepidemiology and drug safety (2021)

This study validated ICD-10-CM and prescription-claims-based definitions of NIP in lung cancer patients. All algorithms have at least reasonable performance. Enriching the algorithm with corticosteroid prescription records results in excellent performance.

Keyphrases

machine learning
deep learning
end stage renal disease
health insurance
ejection fraction
newly diagnosed
chronic kidney disease
prognostic factors
peritoneal dialysis
patient reported outcomes