Author

Zhong-Zheng Cao

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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

Open access Aug 2026

A foundation model for acute abdomen diagnosis stratification and triage on noncontrast computed tomography

A foundation model for non-contrast computed tomography, a multi-task AI system built on a self-supervised foundation model that detects 11 acute abdominal conditions and performs three risk-stratification subtasks from NCCT images is presented.

Chao Zhu, Rui-Peng Zhang, Xin-Yu Song et al. · Nature Communications · 0 citations