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eess.IV2025
Attention-Guided Fair AI Modeling for Skin Cancer Diagnosis
Mingcheng Zhu, Mingxuan Liu, Han Yuan +4
Artificial intelligence (AI) has shown remarkable promise in dermatology, offering accurate and non-invasive diagnosis of skin cancer. While extensive research has addressed skin t…
eess.IV2025
SegX: Improving Interpretability of Clinical Image Diagnosis with Segmentation-based Enhancement
Yuhao Zhang, Mingcheng Zhu, Zhiyao Luo
Deep learning-based medical image analysis faces a significant barrier due to the lack of interpretability. Conventional explainable AI (XAI) techniques, such as Grad-CAM and SHAP,…