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Yansong Liu

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Review Open access Aug 2026

Artificial intelligence in thyroid ultrasound: clinical applications and perspectives

This review summarizes AI applications in thyroid ultrasound, including image preprocessing, nodule segmentation, quantitative feature analysis, benign-malignant differentiation, TIRADS optimization and automated reporting, and highlights AI’s potential in enhancing diagnostic consistency and accuracy.

Ye Guo, Tong Zhao, Li-li Zhang et al. · 0 citations