Deep learning predicts cervical lymph node metastasis in clinically node-negative papillary thyroid carcinoma.

• A deep learning-based ensemble algorithm for predicting CLNM in PTC was developed. • Ultrasound AI analysis combined with clinical data has advantages in predicting CLNM. • Compared to all experts averaged, the DCNN model achieved higher test performance.