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

Hyun Jung Chung Kyung Hwa Han Eunjung Lee Jung Hyun Yoon Youngjean Vivian Park Minah Lee Eun Cho Jin 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
convolutional neural network
magnetic resonance
optical coherence tomography
computed tomography
machine learning
optic nerve