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...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Yiliang Zhang, Longfu Zhang, Bin Li, Ting Ye, Yang Zhang, Yongfu Yu, Yuan Ma, Yihua Sun, Jiaqing Xiang, Yike Li, Haiquan Chen
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	BMC 2023-03-01
Schriftenreihe:	BMC Cancer
Schlagworte:	Machine learning Esophageal squamous cell carcinoma Recurrent laryngeal nerve Lymph node metastasis
Online-Zugang:	https://doi.org/10.1186/s12885-023-10670-3
Tags:	Tag hinzufügen Keine Tags, Fügen Sie das erste Tag hinzu!