Preoperative US Integrated Random Forest Model for Predicting Delphian Lymph Node Metastasis in Patients with Papillary Thyroid Cancer.

Chao Zhou,Chaoli Xu,Bin Yang,Zheng Zhu,Yan Huang,Bo Shen, Xueming Dong,Xinyan Xu,Guotao Liu

Current medical imaging（2023）

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摘要

The preoperative ultrasonography integrated RF model constructed in this study could accurately predict DLNM in PTC patients, which may provide clinicians with more personalized clinical decision-making recommendations preoperatively. Machine learning technology has the potential to improve the development of DLNM prediction models in PTC patients.

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关键词

Delphian lymph node metastasis,Machine learning,Papillary thyroid carcinoma,Random forest model,Ultrasonography

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