A classification model for the prediction of the Chelation outcome in thalassemia patients using as input the following parameters: Gender, Age, Vitamin D, T2 Liver, T Score Spine, T Score Femur, and Diabetes presence. A successful Chelation is considered if the Ferritin values are below of 1000 ng/mL.