Predicting obesity and smoking using medication data: A machine-learning approach.

Sitwat AliRenhua NaMary WaterhouseSusan J JordanCatherine M OlsenDavid C WhitemanRachel E Neale

Published in: Pharmacoepidemiology and drug safety (2021)

Medication data in combination with age and sex can be used to predict obesity and smoking. These models may be of value to researchers using data collected for administrative purposes.

Keyphrases

electronic health record
machine learning
big data
metabolic syndrome
insulin resistance
type diabetes
weight loss
healthcare
smoking cessation
weight gain
high fat diet induced
artificial intelligence
emergency department
adverse drug