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.· Frontiers in Endocrinology· 0 citations