Introduction Lung cancer remains one of the leading causes of cancer-related mortality worldwide, accounting for a significant share of global cancer deaths each year. The disease is often diagnosed at advanced stages due to the absence of early symptoms, which substantially reduces survival rates. As a result, early detection has become a critical focus area for healthcare systems,...