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Ultrasound-Base Radiomics for Discerning Lymph Node Metastasis in Thyroid Cancer: A Systematic Review and Meta-analysis.

Sijie ZhangRuijuan LiuYiyang WangYuewei ZhangMengpu LiYang WangSiyu WangNa MaJunhong Ren
Published in: Academic radiology (2024)
Ultrasound-based radiomics effectively evaluates LNM in TC preoperatively. Adding clinical features does not notably enhance the model's performance. Some radiomics studies showed high bias, possibly due to the absence of standard application guidelines.
Keyphrases
  • lymph node metastasis
  • squamous cell carcinoma
  • papillary thyroid
  • magnetic resonance imaging
  • ultrasound guided
  • contrast enhanced ultrasound
  • computed tomography