FedQuantum-SkinX: Quantum-Inspired Federated Multimodal Framework for Early Privacy-Preserving Skin Cancer Diagnosis in Edge-Cloud Environments

Early and accurate detection of skin cancer remains a significant challenge in clinical practice due to the heterogeneity of lesion morphology, scarcity of labeled datasets, and privacy concerns in distributed medical environments. Traditional machine