Identifying sarcopenia in advanced non‐small cell lung cancer patients using skeletal muscle CT radiomics and machine learning

Identifying sarcopenia in advanced non‐small cell lung cancer patients using skeletal muscle CT radiomics and machine learning

Abstract Background Sarcopenia has been confirmed as a poor prognostic indicator of lung cancer. However, the lack of abdominal computed tomography (CT) hindered the application to assess the status of sarcopenia. The purpose of this study was to assess the ability of chest CT radiomics combined wit...

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Bibliographic Details
Main Authors: Xing Dong, Xu Dan, Ao Yawen, Xu Haibo, Li Huan, Tu Mengqi, Chen Linglong, Ruan Zhao
Format: Article
Language:English
Published: Wiley 2020-09-01
Series:Thoracic Cancer
Subjects:
Computed tomography
lightGBM
machine learning
non‐small cell lung cancer
radiomics
Online Access:https://doi.org/10.1111/1759-7714.13598

Internet

https://doi.org/10.1111/1759-7714.13598

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