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Xiao-Ling Liu

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Open access Aug 2026

Prediction of Central Lymph Node Metastasis in Papillary Thyroid Microcarcinoma Using a Deep Learning Radiomics Model Based on SAM3 Automatic Segmentation of Ultrasound Images: A Multicenter Cohort Study.

RATIONALE AND OBJECTIVES We aimed to establish a Segment Anything Model 3 (SAM3) based on ultrasound images for automatic papillary thyroid microcarcinoma (PTMC) segmentation and develop and validate a deep learning radiomics (DLR) model based on ultrasound images for noninvasive prediction of central lymph node metast...

Jun Song, Yuan Zhang, X. Qin et al. · 0 citations

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