Agreement Between Administrative Database and Medical Chart Review for the Prediction of Chronic Kidney Disease G category.

Louise RoyMichael ZappitelliBrian White-GuayJean-Philippe LafranceMarc DoraisSylvie Perreault

Published in: Canadian journal of kidney health and disease (2020)

The case definition of severe CKD G4-5ND derived from an algorithm using diagnosis code, drug use, and nephrologist visits from administrative databases is a valid algorithm compared with medical chart reviews in older adults.

Keyphrases

chronic kidney disease
end stage renal disease
machine learning
healthcare
deep learning
physical activity
neural network
big data
adverse drug
drug induced
artificial intelligence
electronic health record