Construction of the XGBoost model for early lung cancer prediction based on metabolic indices

Construction of the XGBoost model for early lung cancer prediction based on metabolic indices

Abstract Background Lung cancer is a malignant tumour, and early diagnosis has been shown to improve the survival rate of lung cancer patients. In this study, we assessed the use of plasma metabolites as biomarkers for lung cancer diagnosis. In this work, we used a novel interdisciplinary mechanism,...

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Bibliographic Details
Main Authors: Xiuliang Guan, Yue Du, Rufei Ma, Nan Teng, Shu Ou, Hui Zhao, Xiaofeng Li
Format: Article
Language:English
Published: BMC 2023-06-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Lung cancer
nomogram
Machine learning
Amino acid
Carnitine
Online Access:https://doi.org/10.1186/s12911-023-02171-x

Internet

https://doi.org/10.1186/s12911-023-02171-x

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