Machine Learning Prediction of Obesity Development in Children With Overweight Using Longitudinal Body Composition Data

Machine learning models demonstrated effective predictive performance for obesity in children with overweight. Incorporating standardised adiposity measures and growth velocity beyond static anthropometric data provides a robust framework for risk stratification in this high-risk population.