Abstract

This study utilizes advanced techniques such as image processing, deep learning, and metaheuristics to detect lung cancer in its early stages. The proposed model achieves higher detection rates and outperforms expert physicians, demonstrating superior accuracy, sensitivity, and specificity. It also excels in lung segmentation tasks compared to a traditional CNN model.