Validation of a Classification Algorithm for Chronic Kidney Disease Based on Health Information Systems.

Pietro Manuel FerraroNera AgabitiLaura AngeliciSilvia CasciniAnna Maria BargagliMarina DavoliGiovanni GambaroClaudia Marino

Published in: Journal of clinical medicine (2022)

The algorithm based on administrative data has high specificity and adequate performance for more advanced CKD; it can be used to obtain estimates of prevalence of CKD and to perform epidemiological research.

Keyphrases

chronic kidney disease
health information
machine learning
deep learning
end stage renal disease
social media
big data
artificial intelligence
risk factors
electronic health record
healthcare
data analysis
structural basis