Enhancing skin lesion segmentation with U-Net++: Design, analysis, and performance evaluation
Sheetal Nana Patil,
Hitendra D Patil
Abstract:The present research examines the enhancement of skin lesion segmentation with U-Net++. Achieving accurate classification of dermoscopy images is heavily contingent on the precise segmentation of skin lesions or nodules. However, this task is considerably challenging due to the elusive edges, irregular perimeters, and variations both within and across lesion classes. Despite numerous existing algorithms for segmenting skin lesions from dermoscopic images, they often fall short of industry benchmarks in terms o… Show more
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