This patent application introduces a novel approach to the segmentation of skin lesions in medical images. The framework integrates advanced deep learning techniques with meta-heuristic optimization to enhance the accuracy and efficiency of skin lesion segmentation. The core component, Gated Attention Unet++, lev...