Author

Yi-Fang Tu

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Open access Oct 2026

Large language model assistance for report-based carotid plaque AHA classification: a multi-reader study

To evaluate whether large language model assistance improves radiologists’ agreement with a text-based reference standard in inferring the modified American Heart Association carotid plaque classification from free-text MRI reports, and whether a lightweight model can perform well under criteria-guided prompting. This...

Meng-Fei Wang, Yi-Xiao Tang, Yu-Lu Yang et al. · Insights into Imaging · 0 citations

Review Open access Sep 2026

Age-related risk of acute intracranial injury in craniomaxillofacial trauma: a 16-year cohort study with focus on older adults with isolated facial fractures

Population aging is reshaping craniomaxillofacial (CMF) trauma, but the burden of acute intracranial injury (ICI) in older adults with isolated facial fractures (IFF) remains unclear. We evaluated long-term changes in CMF trauma patterns and acute ICI detected on initial computed tomography (CT), with particular...

Zhong-Zheng Cao, Rui-Peng Zhang, Ping Wang et al. · BMC Medical Imaging · 0 citations