Ana Sanchez Diez

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

2025 · Bioengineering

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 …