Machine learning to predict occult metastatic lymph nodes along the recurrent laryngeal nerves in thoracic esophageal squamous cell carcinoma

Machine learning to predict occult metastatic lymph nodes along the recurrent laryngeal nerves in thoracic esophageal squamous cell carcinoma

Abstract Purpose Esophageal squamous cell carcinoma (ESCC) metastasizes in an unpredictable fashion to adjacent lymph nodes, including those along the recurrent laryngeal nerves (RLNs). This study is to apply machine learning (ML) for prediction of RLN node metastasis in ESCC. Methods The dataset co...

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Bibliographic Details
Main Authors: Yiliang Zhang, Longfu Zhang, Bin Li, Ting Ye, Yang Zhang, Yongfu Yu, Yuan Ma, Yihua Sun, Jiaqing Xiang, Yike Li, Haiquan Chen
Format: Article
Language:English
Published: BMC 2023-03-01
Series:BMC Cancer
Subjects:
Machine learning
Esophageal squamous cell carcinoma
Recurrent laryngeal nerve
Lymph node metastasis
Online Access:https://doi.org/10.1186/s12885-023-10670-3

Internet

https://doi.org/10.1186/s12885-023-10670-3

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