2 papers
eess.SP2026
The Taxonomies, Training, and Applications of Event Stream Modelling for Electronic Health Records
Mingcheng Zhu, Yu Liu, Zhiyao Luo +1
The widespread adoption of electronic health records (EHRs) enables the acquisition of heterogeneous clinical data, spanning lab tests, vital signs, medications, and procedures, wh…
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,…