Development and Validation of Coding Algorithms to Identify Patients with Incident Non-Small Cell Lung Cancer in United States Healthcare Claims Data.

Julie BeyrerDavid R NelsonKristin M SheffieldYu-Jing HuangYiu-Keung LauAna L Hincapie

Published in: Clinical epidemiology (2023)

Our study developed and validated a practical, 10-variable, point-based algorithm for identifying incident NSCLC cases in a US claims database based on a previously validated incident lung cancer algorithm.

Keyphrases

machine learning
cardiovascular disease
deep learning
healthcare
health insurance
small cell lung cancer
big data
artificial intelligence
advanced non small cell lung cancer
electronic health record
neural network
data analysis
drug induced