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.
DL-based segmentation built upon SAM3 achieves satisfactory outcomes in automatic PTMC delineation from ultrasound images and the DLR model noninvasively predicts CLNM, supporting clinical decision-making for PTMC.
Jun Song, Yuan Zhang, X. Qin et al.
· Academic Radiology · 0 citations