The Thyroid Gland
Ultrasonography
Imaging Studies II: Ultrasonography
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Updated: Mar 31, 2026

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images
Published on: April 21, 2023
Shang-Yan Xu1, Wei-Wei Zhan1, Wen-Han Wang2
1From the Department of Ultrasonography, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
This study identified key sonographic features to predict thyroid nodule malignancy. A modified Thyroid Imaging Reporting and Data System (TI-RADS) was developed for standardized risk assessment and clinical decision-making.
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