Cargando…

Machine learning-based dynamic prediction of lateral lymph node metastasis in patients with papillary thyroid cancer

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 patients who underwent primary thyroidectomy at our hospital between January 2015 and December 2020, with pathologicall...

Descripción completa

Detalles Bibliográficos
Autores principales:	Lai, Sheng-wei, Fan, Yun-long, Zhu, Yu-hua, Zhang, Fei, Guo, Zheng, Wang, Bing, Wan, Zheng, Liu, Pei-lin, Yu, Ning, Qin, Han-dai
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Endocrinology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9589512/ https://www.ncbi.nlm.nih.gov/pubmed/36299455 http://dx.doi.org/10.3389/fendo.2022.1019037

Ejemplares similares

Nomogram for predicting central lymph node metastasis in T1-T2 papillary thyroid cancer with no lateral lymph node metastasis
por: Sun, Yubo, et al.
Publicado: (2023)

Corrigendum: Nomogram for predicting central lymph node metastasis in T1-T2 papillary thyroid cancer with no lateral lymph node metastasis
por: Sun, Yubo, et al.
Publicado: (2023)

Blood immune indexes can predict lateral lymph node metastasis of thyroid papillary carcinoma
por: Zhao, Lingqian, et al.
Publicado: (2022)

A comparative analysis of eight machine learning models for the prediction of lateral lymph node metastasis in patients with papillary thyroid carcinoma
por: Feng, Jia-Wei, et al.
Publicado: (2022)

Risk prediction for <1 cm lateral lymph node metastasis in papillary thyroid microcarcinoma
por: Zhang, Chengxin, et al.
Publicado: (2023)

The utility of sentinel Lymph node biopsy in the lateral neck in papillary thyroid carcinoma
por: Yan, Xing-qiang, et al.
Publicado: (2022)

Machine Learning Algorithms for the Prediction of Central Lymph Node Metastasis in Patients With Papillary Thyroid Cancer
por: Wu, Yijun, et al.
Publicado: (2020)

Predicting skip metastasis in lateral lymph nodes of papillary thyroid carcinoma based on clinical and ultrasound features
por: Zhao, Min, et al.
Publicado: (2023)

Nomogram prediction for cervical lymph node metastasis in multifocal papillary thyroid microcarcinoma
por: Li, Wen-Hui, et al.
Publicado: (2023)

Editorial: Recent advances in papillary thyroid carcinoma: Lymph node metastasis
por: Carrillo, Jose Federico, et al.
Publicado: (2022)

Preoperatively Predicting the Central Lymph Node Metastasis for Papillary Thyroid Cancer Patients With Hashimoto’s Thyroiditis
por: Min, Yu, et al.
Publicado: (2021)

Risk Factors and a Prediction Model of Lateral Lymph Node Metastasis in CN0 Papillary Thyroid Carcinoma Patients With 1–2 Central Lymph Node Metastases
por: Wang, Yuanyuan, et al.
Publicado: (2021)

Clinical Relevance and Management of Recurrent Laryngeal Nerve Inlet Zone Lymph Nodes Metastasis in Papillary Thyroid Cancer
por: Zheng, Guibin, et al.
Publicado: (2021)

Large-Volume Lateral Lymph Node Metastasis Predicts Worse Prognosis in Papillary Thyroid Carcinoma Patients With N1b
por: Gao, Luying, et al.
Publicado: (2022)

LASSO-based machine learning models for the prediction of central lymph node metastasis in clinically negative patients with papillary thyroid carcinoma
por: Feng, Jia-Wei, et al.
Publicado: (2022)

Clinical Study of Ultrasonographic Risk Factors for Central Lymph Node Metastasis of Papillary Thyroid Carcinoma
por: Guang, Yang, et al.
Publicado: (2021)

A prognostic nomogram for papillary thyroid cancer lymph node metastasis based on immune score
por: Lu, Yihua, et al.
Publicado: (2022)

The Impact of Coexistent Hashimoto’s Thyroiditis on Central Compartment Lymph Node Metastasis in Papillary Thyroid Carcinoma
por: Liu, Yang, et al.
Publicado: (2021)

Risk Factors for Lymph Node Metastasis in Papillary Thyroid Carcinoma: A Systematic Review and Meta-Analysis
por: Mao, Jingxin, et al.
Publicado: (2020)

Can Cervical Lymph Node Metastasis Increase the Risk of Distant Metastasis in Papillary Thyroid Carcinoma?
por: Wang, Wenlong, et al.
Publicado: (2022)

Value of Contrast-Enhanced Ultrasound for Evaluation of Cervical Lymph Node Metastasis in Papillary Thyroid Carcinoma
por: Fang, Fengkai, et al.
Publicado: (2022)

A Nomogram Based on Clinical and Ultrasound Characteristics to Predict Central Lymph Node Metastasis of Papillary Thyroid Carcinoma
por: Feng, Jia-Wei, et al.
Publicado: (2021)

Nomogram for Preoperative Estimation of Cervical Lymph Node Metastasis Risk in Papillary Thyroid Microcarcinoma
por: Sun, Jinxiao, et al.
Publicado: (2021)

Screening and validation of lymph node metastasis risk-factor genes in papillary thyroid carcinoma
por: Zhang, Qiaoyue, et al.
Publicado: (2022)

Risk factor analysis and prediction model for papillary thyroid carcinoma with lymph node metastasis
por: Lu, Juerong, et al.
Publicado: (2023)

Association between iodine nutrition and cervical lymph node metastasis of papillary thyroid microcarcinoma
por: Zhao, Hengqiang, et al.
Publicado: (2023)

Pretracheal Lymph Node Subdivision in Predicting Contralateral Central Lymph Node Metastasis for Unilateral Papillary Thyroid Carcinoma: Preliminary Results
por: Chen, Qiang, et al.
Publicado: (2022)

Predictive Factors of Lymph Node Metastasis in Patients With Papillary Microcarcinoma of the Thyroid: Retrospective Analysis on 293 Cases
por: Medas, Fabio, et al.
Publicado: (2020)

Contrast-enhanced ultrasound characteristics of preoperative central cervical lymph node metastasis in papillary thyroid carcinoma
por: Ye, Fei, et al.
Publicado: (2022)

Routine Lateral Level V Dissection May Not Be Necessary for Papillary Thyroid Microcarcinoma With Lateral Lymph Node Metastasis: A Retrospective Study of 252 Cases
por: Xue, Shuai, et al.
Publicado: (2019)

Development of an Active Surveillance or Surgery Model to Predict Lymph Node Metastasis in cN0 Papillary Thyroid Microcarcinoma
por: Zhang, Huan, et al.
Publicado: (2022)

Sonographic Characteristics of Papillary Thyroid Carcinoma With Coexistent Hashimoto’s Thyroiditis in the Preoperative Prediction of Central Lymph Node Metastasis
por: Chen, Sijie, et al.
Publicado: (2021)

Preoperative predictors of lateral neck lymph node metastasis in papillary thyroid microcarcinoma
por: Liu, Zheng, et al.
Publicado: (2017)

Metastasis of cN0 Papillary Thyroid Carcinoma of the Isthmus to the Lymph Node Posterior to the Right Recurrent Laryngeal Nerve
por: Du, Wei, et al.
Publicado: (2021)

Lateral Lymph Node Metastases in T1a Papillary Thyroid Carcinoma: Stratification by Tumor Location and Size
por: Zhang, Xiaojun, et al.
Publicado: (2021)

Diagnostic Model Incorporating Clinicopathological Characteristics of Delphian Lymph Node Metastasis Risk Profiles in Papillary Thyroid Cancer
por: Li, Xingchen, et al.
Publicado: (2021)

Features of Lymph Node Metastasis and Structural Recurrence in Papillary Thyroid Carcinoma Located in the Upper Portion of the Thyroid: A Retrospective Cohort Study
por: Heng, Yu, et al.
Publicado: (2022)

A Specific Predicting Model for Screening Skip Metastasis From Patients With Negative Central Lymph Nodes Metastasis in Papillary Thyroid Cancer
por: Yang, Zheyu, et al.
Publicado: (2021)

Distinguishing Benign and Malignant Thyroid Nodules and Identifying Lymph Node Metastasis in Papillary Thyroid Cancer by Plasma N-Glycomics
por: Zhang, Zejian, et al.
Publicado: (2021)

The Prediction of Metastases of Lateral Cervical Lymph Node in Medullary Thyroid Carcinoma
por: Zhou, Tian-Han, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_u6m7tu99p35ptt2ibeli5slfvg