Dual-modal radiomics ultrasound model to diagnose cervical lymph node metastases of differentiated thyroid carcinoma: a two-center study

Dual-modal radiomics ultrasound model to diagnose cervical lymph node metastases of differentiated thyroid carcinoma: a two-center study

Abstract Objectives To establish and validate a dual-modal radiomics nomogram from grayscale ultrasound and color doppler flow imaging (CDFI) of cervical lymph nodes (LNs), aiming to improve the diagnostic accuracy of metastatic LNs in differentiated thyroid carcinoma (DTC). Methods DTC patients wit...

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Bibliographic Details
Main Authors: Jiajia Tang, Yan Tian, Jiaojiao Ma, Xuehua Xi, Liangkai Wang, Zhe Sun, Xinyi Liu, Xuejiao Yu, Bo Zhang
Format: Article
Language:English
Published: BMC 2025-01-01
Series:Cancer Imaging
Subjects:
Differentiated thyroid carcinoma
Lymph node metastases
Ultrasound
Dual-modal radiomics
Machine learning
Feature extraction
Online Access:https://doi.org/10.1186/s40644-025-00825-9
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