Development and validation of a population based risk algorithm for obesity: The Obesity Population Risk Tool (OPoRT).

Michael LebenbaumOsvaldo Espin-GarciaYi LiLaura C Rosella

Published in: PloS one (2018)

OPoRT is a valid and reliable algorithm that can be applied to routinely collected survey data to estimate the risk of obesity and identify groups at increased risk of obesity. These results can guide prevention efforts aimed at reducing the population burden of obesity.

Keyphrases

insulin resistance
metabolic syndrome
weight loss
high fat diet induced
type diabetes
weight gain
machine learning
deep learning
adipose tissue
skeletal muscle
electronic health record
quality improvement