Enhancing Melanoma Diagnosis in Histopathology with Deep Learning and Synthetic Data Augmentation

Accurate diagnosis of melanoma using hematoxylin and eosin (H&E)-stained histological images is often challenged by the scarcity and imbalance of biomedical datasets, limiting the performance of deep learning models. This study investigates the impact of synthetic image generation, via generativ...

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