Ahmed Jameel Mohammed

Uncertainty-Aware Deep Learning for Skin Cancer Diagnosis

Skin cancer is one of the most common cancers worldwide. Timely detection substantially improves prognosis, particularly for melanoma. Deep learning models based on convolutional neural networks, Transformers, ensembles, and multimodal learning have advanced automated skin lesion classification and segmentation; howeve...