Junwen Zheng

Explainable Melanoma Diagnosis with Contrastive Learning and LLM-based Report Generation

Deep learning has demonstrated expert-level performance in melanoma classification, positioning it as a powerful tool in clinical dermatology. However, model opacity and the lack of interpretability remain critical barriers to clinical adoption, as clinicians often struggle to trust the decision-mak