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

Based on the results shown in Table 2 , a clear trend can be observed in which models trained with higher-resolution images (1024 × 1024) show progressively better performance as the number of epochs increases.

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