Height estimation in children and adolescents using body composition big data: Machine-learning and explainable artificial intelligence approach

These findings provide valuable insights into the relationship between body composition and height, underlining the potential of body composition variables as accurate height predictors in children and adolescents. The model's interpretability and accuracy make it a promising tool for pediatric growth assessment and monitoring.