Fat mass prediction equations and reference ranges for Saudi Arabian Children aged 8-12 years using machine technique method.

Machine learning models could represent a significant advancement for investigators studying adiposity-related issues in children. These models and newly developed centile charts could be useful tools for the estimation and classification of BF%.