Ainea Esrat Esika

SkinFusionNet: Multi-backbone spatial fusion for robust and explainable melanoma classification.

Automated melanoma detection from dermoscopic images remains a critical yet unresolved challenge due to substantial dataset heterogeneity, artifact contamination, and limited model generalization across clinical sources. Existing deep learning methods commonly rely on single-dataset training, single-backbone architectu...