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

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

ObjectiveTo develop a web-based machine learning server to predict lateral lymph node metastasis (LLNM) in papillary thyroid cancer (PTC) patients.MethodsClinical data for PTC patients who underwent primary thyroidectomy at our hospital between January 2015 and December 2020, with pathologically con...

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Bibliographic Details
Main Authors: Sheng-wei Lai, Yun-long Fan, Yu-hua Zhu, Fei Zhang, Zheng Guo, Bing Wang, Zheng Wan, Pei-lin Liu, Ning Yu, Han-dai Qin
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-10-01
Series:Frontiers in Endocrinology
Subjects:
machine learning
central lymph node metastasis
papillary thyroid cancer
feature selection
model interpretation
dynamic prediction
Online Access:https://www.frontiersin.org/articles/10.3389/fendo.2022.1019037/full

Internet

https://www.frontiersin.org/articles/10.3389/fendo.2022.1019037/full

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