Development of the diabetes typology model for discerning Type 2 diabetes mellitus with national survey data.

Anna BellatorreSharon H JacksonKelvin Choi

Published in: PloS one (2017)

Our Diabetes Typology Model reflects a promising first step toward discerning likely DM types from population-based data. This novel tool will improve how large population-based studies can be used to examine behavioral and environmental factors associated with different types of DM.

Keyphrases

glycemic control
type diabetes
cardiovascular disease
electronic health record
big data
weight loss
machine learning
data analysis
risk assessment
climate change