Exploring the influence of age on the causes of death in advanced nasopharyngeal carcinoma patients undergoing chemoradiotherapy using machine learning methods

Exploring the influence of age on the causes of death in advanced nasopharyngeal carcinoma patients undergoing chemoradiotherapy using machine learning methods

Abstract The present study analyzed the impact of age on the causes of death (CODs) in patients with nasopharyngeal carcinoma (NPC) undergoing chemoradiotherapy (CRT) using machine learning approaches. A total of 2841 patients (1037 classified as older, ≥ 60 years and 1804 as younger, < 60 years)...

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Bibliographic Details
Main Authors: Mengni Zhang, Shipeng Zhang, Xudong Ao, Lisha Liu, Shunlin Peng
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Machine learning models
Age
Chemoradiotherapy
Cause of death
Nasopharyngeal carcinoma
Online Access:https://doi.org/10.1038/s41598-025-86178-6
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