Early screening is a methodological approach utilized across diverse research domains for the identification of subjects, candidates, or phenomena exhibiting specified attributes or potential deviations at an initial or nascent phase. Characterized by the application of efficient, often high-throughput, assessment techniques, its significance lies in facilitating early detection, enabling targeted intervention, and optimizing the allocation of resources for subsequent, more intensive analyses.