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Radiomics Analysis of Gray-Scale Ultrasonographic Images of Papillary Thyroid Carcinoma > 1 cm: Potential Biomarker for the Prediction of Lymph Node Metastasis.

Hyun Jung ChungKyung Hwa HanEunjung LeeJung Hyun YoonYoungjean Vivian ParkMinah LeeEun ChoJin Young Kwak
Published in: Journal of the Korean Society of Radiology (2023)
This study showed the potential of ultrasonography-based radiomics to predict cervical lymph node metastasis in patients with PTC; thus, ultrasonography-based radiomics can act as a biomarker for PTC.
Keyphrases
  • lymph node metastasis
  • squamous cell carcinoma
  • papillary thyroid
  • contrast enhanced
  • magnetic resonance imaging
  • deep learning
  • magnetic resonance
  • computed tomography
  • risk assessment
  • climate change
  • optic nerve