2 papers
cs.AI2026
Impact of Data Augmentation on Confidence Calibration in Melanoma Classification
Morgan May, Simon Caton, Pierpaolo Dondio
Accurately quantifying the predictive uncertainty or improving model calibration plays an important role in medical image classification, in particular in melanoma diagnosis, where…
cs.AI2026
On Impact of Loss Function on the Performance of Neural Networks in Melanoma Diagnosis
Morgan May, Pierpaolo Dondio, Simon Caton
Melanoma is the deadliest type of skin cancer, whose early diagnosis is crucial for patients' survival. Image classification using deep learning models has shown promising results…