Development and Validation of an Algorithm to Identify Nonalcoholic Fatty Liver Disease in the Electronic Medical Record.

Kathleen E CoreyUri KartounHui ZhengStanley Y Shaw

Published in: Digestive diseases and sciences (2015)

The NAFLD classification algorithm is superior to ICD-9 billing data alone. This approach is simple to develop, deploy, and can be applied across different institutions to create EMR-based cohorts of individuals with NAFLD.

Keyphrases

machine learning
deep learning
big data
artificial intelligence
electronic health record
neural network