Author

Wen-Xuan Wang

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Open access Jul 2026

Interpretable agentic AI system with localized reasoning for radiology.

RadFabric is presented, an agentic AI system that orchestrates fourteen specialized open-source CXR analytics models and two Vision-Language Models through a modular protocol that enables explainable, robust diagnoses across common and rare pathologies while facilitating extensibility through additional agents.

Wenting Chen, Yi Dong, Zhaojun Ding et al. · npj Digital Medicine · 3 citations

#artificial intelligence Review Aug 2025

Medical Reasoning in the Era of LLMs: A Systematic Review of Enhancement Techniques and Applications

A taxonomy of reasoning enhancement techniques is proposed, categorized into training-time strategies (e.g., supervised fine-tuning, reinforcement learning) and test-time mechanisms (e.g., prompt engineering, multi-agent systems), and outlining future directions toward building efficient, robust, and sociotechnically r...

Zi-Zhan Ma, Wen-Xuan Wang, Meidan Ding et al. · 16 citations