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

Journal: BMC cancer
Published Date:

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.

Authors

  • Chao Kong
    Department of Graduate, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, China.
  • Xiaoyan Yin
    Department of Graduate, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, China.
  • Jingmin Zou
    Department of Graduate, Shandong First Medical University, Shandong Academy of Medical Sciences, Jinan, China.
  • Changsheng Ma
    Department of Radiation Physics, Shandong Cancer Hospital and Institute, Shandong First Medical University, Shandong Academy of Medical Sciences, 250117, Jinan, Shandong Province, China. machangsheng_2000@126.com.
  • Kai Liu
    College of Marine Sciences, Shanghai Ocean University, Shanghai 201306, China.