Author

Zheng Zhang

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Open access Sep 2026

Association of ultrasound-derived fat fraction with carotid intima-media thickness and carotid plaque in patients with type 2 diabetes: an exploratory cross-sectional study

Objective To investigate the associations of continuous ultrasound-derived fat fraction (UDFF) with carotid intima-media thickness (CIMT) and prevalent carotid plaque in patients with type 2 diabetes mellitus (T2DM), assess the incremental statistical information provided by UDFF in primary and broader traditional vasc...

Zheng-Xu Hua, Shuang-Shuang Zhao, Zheng Zhang et al. · Frontiers in Endocrinology · 0 citations

Aug 2026

Multimodal Ultrasound-Based Decision Support for Bethesda IV Thyroid Nodules: Integration of Clinical, Radiomics, Deep Learning, and Topological Features.

Although statistical superiority of the full-fusion model over the clinical baseline or the other fusion models was not established, its potential utility lies in providing an interpretable, probability-based multimodal risk estimate for case-level preoperative assessment rather than a stand-alone treatment decision.

Hao-Lun Ding, Shuang-Shuang Zhao, Yan-Wei Chen et al. · Journal of imaging informati... · 0 citations