Machine learning for predicting distant metastasis in nasopharyngeal carcinoma patients

Machine learning for predicting distant metastasis in nasopharyngeal carcinoma patients

BackgroundDistant metastasis is the main cause of treatment failure and death in patients with nasopharyngeal carcinoma (NPC). The aim of this study was to explore the risk factors for distant metastasis in NPC patients using machine learning (ML) methods.MethodsWe collected data from NPC patients w...

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Bibliographic Details
Main Authors: Hong Sun, Jijie Zhu, Ling Li, Xiu Xin, Jingchao Yan, Taomin Huang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Immunology
Subjects:
nasopharyngeal carcinoma
machine learning
distant metastasis
predictive model
immunotherapy
targeted therapy
Online Access:https://www.frontiersin.org/articles/10.3389/fimmu.2025.1580200/full
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