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Author

Rui-Peng Zhang

4 papers indexed here

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Oct 2026

FlowPredictor-Corrector: A Hemodynamics-Guided Two-Step Deep Learning Framework for Vascular Flow Prediction.

Accurate hemodynamic assessment is of significant clinical value in the diagnosis, prognosis, and treatment planning of cardiovascular and cerebrovascular diseases. However, obtaining noninvasive, rapid, and high-fidelity hemodynamic information remains challenging. Invasive measurements carry risks, numerical simulati...

Zhuo Li, Yao Zeng, Meng-Fei Wang et al. · 0 citations
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. · 0 citations
Aug 2026

Pulmonary Artery-to-Vein Volume Difference: A New Imaging Biomarker for Risk Stratification in Acute Pulmonary Embolism.

RATIONALE AND OBJECTIVES To propose a new imaging biomarker, the pulmonary artery-to-vein volume difference (PAVVD), and evaluate its efficacy in risk stratification of acute pulmonary embolism (APE) compared with traditional computed tomography pulmonary angiography (CTPA) parameters, as well as the impact of chronic...

Xin-Yu Song, Li-Fang Ye, Bi-Cong Yan et al. · 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. · 0 citations

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