The application of different machine learning models based on PET/CT images and EGFR in predicting brain metastasis of adenocarcinoma of the lung

The application of different machine learning models based on PET/CT images and EGFR in predicting brain metastasis of adenocarcinoma of the lung

Abstract Objective To explore the value of six machine learning models based on PET/CT radiomics combined with EGFR in predicting brain metastases of lung adenocarcinoma. Methods Retrospectively collected 204 patients with lung adenocarcinoma who underwent PET/CT examination and EGFR gene detection...

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Bibliographic Details
Main Authors: Chao Kong, Xiaoyan Yin, Jingmin Zou, Changsheng Ma, Kai Liu
Format: Article
Language:English
Published: BMC 2024-04-01
Series:BMC Cancer
Subjects:
PET/CT radiomics
Machine learning model
Lung adenocarcinoma
Brain metastases
Online Access:https://doi.org/10.1186/s12885-024-12158-0

Internet

https://doi.org/10.1186/s12885-024-12158-0

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