Towards Clinically Interpretable Skin Lesion Analysis: A Unified Deep Learning Framework for Classification and Localization
An explainable deep learning architecture for skin lesion classification and localization based on the HAM10000 dataset is proposed that integrates the concepts of classification representation learning and lesion localization in a single architecture by incorporating image-based lesion classification alongside lesion...