Jin-Fu Ye

Skin Lesion Image Classification Based on Deep Learning: A Systematic Ablation Study of Heterogeneous CNN Ensembles

Deep learning has achieved significant progress in automated skin lesion classification, yet most ensemble methods stack convolutional neural network (CNN) backbones without systematic justification for backbone selection or analysis of inter-model error c omplementarity. We construct a heterogeneous CNN voting ensembl...