Author

Wen-Hao Li

2 papers indexed here

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Review Oct 2026

A Concept-informed Interpretable Artificial Intelligence Framework for Breast Ultrasound Diagnosis

Most existing artificial intelligence systems for breast ultrasound rely primarily on image-driven prediction, with limited incorporation of the knowledge from the Breast Imaging Reporting and Data System (BI-RADS) and the intermediate assessment processes underlying radiologists'workflow, thereby constraining their in...

Sheng-Zhou Zhong, Zi-Yi Wang, Lian-Fu Li et al. · 0 citations

#natural language process... Preprint Oct 2026

How Reliable Are System-One Decisions in Medicine? A Comparative Study of Jev, Jev-like Models, and LLMs

Jev has attracted considerable attention for its rapid, generalizable decision-making, yet its medical reliability remains underexplored. To address this gap, our study compares various types of system-one decision models across 15 medical datasets comprising 8,742 instances under a unified protocol. Beyond accuracy, w...

Yan-Rui Du, Dan-Yang Zhao, Sen-Dong Zhao et al. · 1 citation