Lung cancer remains one of the leading causes of cancer-related deaths worldwide, making early and accurate diagnosis essential for improving patient outcomes. Chest computed tomography (CT) scans are widely used to detect pulmonary nodules, but interpreting these images requires careful assessment of multiple features, including shape, margins, and internal structure.