Early diagnosis of diseases is essential for improving patient outcomes and reducing the impact of chronic conditions. , Classically, Historically, disease assessment has relied on clinical observations and destructive diagnostic tests. However, these approaches often fail to detect diseases in their initial stages, when treatment is most effective