Hui-Juan Liu

MorphoNet: An Interpretable Hierarchical Deep Learning Framework for Multi-Class Skin Lesion Classification Using Dermoscopic Morphology

The proposed MorphoNet framework demonstrates the complementary value of hierarchical classification, ABCD-guided feature fusion, and domain alignment for interpretable multi-source skin lesion analysis, although independent multicenter clinical validation remains necessary.