Explainable Machine Learning Model to Prediction EGFR Mutation in Lung Cancer

Explainable Machine Learning Model to Prediction EGFR Mutation in Lung Cancer

ObjectivesThe aim of this study is to determine whether the clinical features including blood markers can establish an explainable machine learning model to predict epidermal growth factor receptor (EGFR) mutation in lung cancer.MethodsWe retrospectively analyzed 7,413 patients with lung adenocarcin...

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Bibliographic Details
Main Authors: Ruiyuan Yang, Xingyu Xiong, Haoyu Wang, Weimin Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-06-01
Series:Frontiers in Oncology
Subjects:
EGFR mutation
lung cancer
prediction
machine learning
SHAP value
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2022.924144/full

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