Prediction of lung cancer risk in Chinese population with genetic‐environment factor using extreme gradient boosting

Prediction of lung cancer risk in Chinese population with genetic‐environment factor using extreme gradient boosting

Abstract Background Detecting early‐stage lung cancer is critical to reduce the lung cancer mortality rate; however, existing models based on germline variants perform poorly, and new models are needed. This study aimed to use extreme gradient boosting to develop a predictive model for the early dia...

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Bibliographic Details
Main Authors: Yutao Li, Zixiu Zou, Zhunyi Gao, Yi Wang, Man Xiao, Chang Xu, Gengxi Jiang, Haijian Wang, Li Jin, Jiucun Wang, Huai Zhou Wang, Shicheng Guo, Junjie Wu
Format: Article
Language:English
Published: Wiley 2022-12-01
Series:Cancer Medicine
Subjects:
Chinese population
extreme gradient boosting
lung cancer
risk model
single nucleotide polymorphisms
Online Access:https://doi.org/10.1002/cam4.4800

Internet

https://doi.org/10.1002/cam4.4800

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