A Study on the Fusion of Pixels and Patient Metadata in CNN-Based Classification of Skin Lesion Images. - Fabrizio Nunnari; Chirag Bhuvaneshwara; Abraham Obinwanne Ezema; Daniel Sonntag (CD-MAKE, 2020)

A Visually Explainable Learning System for Skin Lesion Detection Using Multiscale Input with Attention U-Net. - Duy Minh Ho Nguyen; Abraham Obinwanne Ezema; Fabrizio Nunnari; Daniel Sonntag (KI, 2020)

The Effects of Masking in Melanoma Image Classification with CNNs Towards International Standards for Image Preprocessing. - Fabrizio Nunnari; Abraham Obinwanne Ezema; Daniel Sonntag (MobiHealth, 2020)

Crop It, but Not Too Much: The Effects of Masking on the Classification of Melanoma Images. - Fabrizio Nunnari; Abraham Obinwanne Ezema; Daniel Sonntag (KI, 2021)