Evaluation of cervical lymph node metastasis in papillary thyroid carcinoma using Clinical-Ultrasound Radiomic Machine Learning-Based model
EA Agyekum, YZ Ren, X Wang, SS Cranston, YG Wang… - Cancers, 2022 - mdpi.com
Simple Summary Accurate preoperative cervical lymph node metastasis (CLNM) prediction
in papillary thyroid cancer (PTC) patients is essential for clinical treatment effectiveness …
in papillary thyroid cancer (PTC) patients is essential for clinical treatment effectiveness …
Radiomics features from whole thyroid gland tissue for prediction of cervical lymph node metastasis in the patients with papillary thyroid carcinoma
S Lu, Y Ren, C Lu, X Qian, Y Liu, J Zhang… - Journal of Cancer …, 2023 - Springer
Objective We aimed to develop a clinical-radiomics nomogram that could predict the cervical
lymph node metastasis (CLNM) of patients with papillary thyroid carcinoma (PTC) using …
lymph node metastasis (CLNM) of patients with papillary thyroid carcinoma (PTC) using …
A comparative analysis of six machine learning models based on ultrasound to distinguish the possibility of central cervical lymph node metastasis in patients with …
Y Zou, Y Shi, J Liu, G Cui, Z Yang, M Liu… - Frontiers in …, 2021 - frontiersin.org
Current approaches to predict central cervical lymph node metastasis (CLNM) in patients
with papillary thyroid carcinoma (PTC) have failed to identify patients who would benefit from …
with papillary thyroid carcinoma (PTC) have failed to identify patients who would benefit from …
[HTML][HTML] Preoperative prediction of lymph node metastasis in patients with papillary thyroid carcinoma by an artificial intelligence algorithm
E Xia, Y Chi, L Jin, Y Shen, S Hirachan… - American Journal of …, 2021 - ncbi.nlm.nih.gov
Background: It is necessary to identify patients at risk of developing lymph node metastasis
prior to papillary thyroid carcinoma (PTC) surgery. This can be challenging due to limiting …
prior to papillary thyroid carcinoma (PTC) surgery. This can be challenging due to limiting …
Radiomic analysis for preoperative prediction of cervical lymph node metastasis in patients with papillary thyroid carcinoma
Purpose Cervical lymph node (LN) metastasis of papillary thyroid carcinoma (PTC) is critical
for treatment and prognosis. We explored the feasibility of using radiomics to preoperatively …
for treatment and prognosis. We explored the feasibility of using radiomics to preoperatively …
[HTML][HTML] Developing and validating a multivariable machine learning model for the preoperative prediction of lateral lymph node metastasis of papillary thyroid cancer
J Huang, Z Li, Q Zhong, J Fang, X Chen, Y Zhang… - Gland …, 2023 - ncbi.nlm.nih.gov
Background At present, preoperative diagnosis of lateral cervical lymph node metastasis
(LLNM) in patients with papillary thyroid carcinoma (PTC) mostly depends on the training …
(LLNM) in patients with papillary thyroid carcinoma (PTC) mostly depends on the training …
Machine learning-based dynamic prediction of lateral lymph node metastasis in patients with papillary thyroid cancer
S Lai, Y Fan, Y Zhu, F Zhang, Z Guo, B Wang… - Frontiers in …, 2022 - frontiersin.org
Objective To develop a web-based machine learning server to predict lateral lymph node
metastasis (LLNM) in papillary thyroid cancer (PTC) patients. Methods Clinical data for PTC …
metastasis (LLNM) in papillary thyroid cancer (PTC) patients. Methods Clinical data for PTC …
Preoperative prediction of cervical lymph node metastasis in papillary thyroid carcinoma via conventional and contrast‐enhanced ultrasound
L Tao, W Zhou, W Zhan, W Li… - Journal of Ultrasound in …, 2020 - Wiley Online Library
Objectives To investigate the independent risk factors for cervical lymph node metastasis
(CLNM) in patients with papillary thyroid carcinoma (PTC) and establish a prediction model …
(CLNM) in patients with papillary thyroid carcinoma (PTC) and establish a prediction model …
Magnetic resonance imaging (MRI) radiomics of papillary thyroid cancer (PTC): A comparison of predictive performance of multiple classifiers modeling to identify …
H Qin, Q Que, P Lin, X Li, X Wang, Y He, J Chen… - La radiologia …, 2021 - Springer
Purpose To compare predictive efficiency of multiple classifiers modeling and establish a
combined magnetic resonance imaging (MRI) radiomics model for identifying lymph node …
combined magnetic resonance imaging (MRI) radiomics model for identifying lymph node …
Diagnosis of cervical lymph node metastasis with thyroid carcinoma by deep learning application to CT images
T Wang, D Yan, Z Liu, L Xiao, C Liang, H Xin… - Frontiers in …, 2023 - frontiersin.org
Introduction The incidence of thyroid diseases has increased in recent years, and cervical
lymph node metastasis (LNM) is considered an important risk factor for locoregional …
lymph node metastasis (LNM) is considered an important risk factor for locoregional …