Antreas Kantaros

Explainable Deep Learning for Computer-Aided Skin Cancer Detection Using CNNs and Vision Transformers

Results demonstrate that CNN-based architectures achieve robust performance in capturing local spatial features, while transformer-based models provide competitive results through global contextual representation, however, variations are observed in model calibration and false-negative rates, which are critical for cli...