For a long time, the Body Mass Index has been utilized as a convenient tool for evaluating body size . However, more and more experts are challenging its validity , highlighting how it overlooks to account for important factors such as body composition , ethnicity , and general well-being . Relying only on the index can lead to misclassifications ,