EXIST: EXamining rIsk of excesS adiposiTy-Machine learning to predict obesity-related complications.

Alexander TurchinFritha J MorrisonMaria ShubinaIlya LipkovichShraddha ShindeNadia N AhmadHong Kan

Published in: Obesity science & practice (2023)

Predictive modeling can identify patients at high risk of obesity-related complications. Interpretable Cox models achieve results close to those of machine learning methods and could be helpful for population health management and clinical treatment decisions.

Keyphrases

machine learning
insulin resistance
metabolic syndrome
weight gain
weight loss
type diabetes
high fat diet induced
artificial intelligence
risk factors
big data
adipose tissue
deep learning