3 papers
eess.IV2026
IViT: A Novel Interpretable Visual Transformer for Skin Disease Detection
Haibiao Li, Di Lin, Xue Jiang +3
The clinical diagnosis of skin diseases is susceptible to interference from inter-class similarity of skin lesions, and over-reliance on clinicians'experience easily leads to subje…
cs.CL2026
Explanation-Guided Medical Named Entity Recognition with Stability and Boundary Awareness for Atopic Dermatitis
Xueguang Li, Di Lin, Xue Jiang +2
Objective: This study aims to improve the reliability and robustness of medical named entity recognition (NER) in Chinese atopic dermatitis (AD) clinical texts through explanation-…
cs.CV2026
DCAU-Net: Differential Cross Attention and Channel-Spatial Feature Fusion for Medical Image Segmentation
Yanxin Li, Hui Wan, Libin Lan
Accurate medical image segmentation requires effective modeling of both long-range dependencies and fine-grained boundary details. While transformers mitigate the issue of insuffic…