Early recognition of diseases is essential for improving patient outcomes and reducing the load of chronic conditions. , Classically, Historically, disease detection has relied on symptomatic observations and conventional diagnostic methods. However, these techniques often fail to identify diseases in their initial stages, when intervention is sign