Non-invasive identification of TKI-resistant NSCLC: a multi-model AI approach for predicting EGFR/TP53 co-mutations.

Journal: BMC pulmonary medicine
Published Date:

Abstract

OBJECTIVES: To investigate the value of multi-model based on preoperative CT scans in predicting EGFR/TP53 co-mutation status.

Authors

  • Jiayi Li
    Department of Statistics, University of California Los Angeles, Los Angeles, CA 90095-1554, USA.
  • Renjie Xu
    School of Pharmacy, Shanghai Jiao Tong University, Shanghai, 200240, China.
  • Dan Wang
    Guangdong Pharmaceutical University Guangzhou Guangdong China.
  • Zhanlue Liang
    Department of Respiratory and Critical Care Medicine, Institute of Respiratory Health, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Guo Xue Xiang 37, Chengdu, Sichuan, 610041, China.
  • Yangqian Li
    Department of Respiratory and Critical Care Medicine, Institute of Respiratory Health, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Guo Xue Xiang 37, Chengdu, Sichuan, 610041, China.
  • Qinglan Wang
    Department of Respiratory and Critical Care Medicine, Institute of Respiratory Health, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Guo Xue Xiang 37, Chengdu, Sichuan, 610041, China.
  • Lingfeng Bi
    Department of Respiratory and Critical Care Medicine, Institute of Respiratory Health, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Guo Xue Xiang 37, Chengdu, Sichuan, 610041, China.
  • Yawen Qi
    Department of Respiratory and Critical Care Medicine, Institute of Respiratory Health, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Guo Xue Xiang 37, Chengdu, Sichuan, 610041, China.
  • Yaojie Zhou
    Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200233, China. zhouyj95@qq.com.
  • Weimin Li
    Department of Psychiatry, Sleep Medicine Center, Nanfang Hospital, Southern Medical University, Guangzhou, China.