Prediction of Early Recurrence After Bronchial Arterial Chemoembolization in Non-small Cell Lung Cancer Patients Using Dual-energy CT: An Interpretable Model Based on SHAP Methodology.

Journal: Academic radiology
Published Date:

Abstract

RATIONALE AND OBJECTIVES: Bronchial artery chemoembolization (BACE) is a new treatment method for lung cancer. This study aimed to investigate the ability of dual-energy computed tomography (DECT) to predict early recurrence (ER) after BACE among patients with non-small cell lung cancer (NSCLC) who failed first-line therapy.

Authors

  • Ye Feng
    State Key Laboratory of Pathogen and Biosecurity, Beijing Institute of Microbiology and Epidemiology, AMMS, Beijing 100071, China.
  • Yinuo Xu
    Zhejiang Province Key Laboratory of Imaging and Interventional Medicine, Wenzhou Medical University Affiliated Fifth Hospital, Zhejiang, China (Y.F., Y.X., B.L., Z.D., L.Z., H.H., W.W., J.M., J.T.).
  • Jian Wang
    Veterinary Diagnostic Center, Shanghai Animal Disease Control Center, Shanghai, China.
  • Zhenyu Cao
    Department of Radiology, Tongde Hospital of Zhejiang Province Afflicted to Zhejiang Chinese Medical University (Tongde Hospital of Zhejiang Province), Hangzhou, China.
  • Bojun Liu
    Department of Chemistry, Theoretical Chemistry Institute, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States.
  • Zeliu Du
    Zhejiang Key Laboratory of Imaging and Interventional Medicine, Zhejiang Engineering Research Center of Interventional Medicine Engineering and Biotechnology, Key Laboratory of Precision Medicine of Lishui City, The Fifth Affiliated Hospital of Wenzhou Medical University, Lishui 323000, China (Z.D., H.H., C.S., J.M., Y.F., Y.H., X.C., X.G., Z.H., L.J., Y.S., J.J., C.L.); Department of Radiology, the Fifth Affiliated Hospital of Wenzhou Medical University, Lishui 323000, China (Z.D., H.H., C.S., J.M., Y.F., Y.H., X.C., X.G., Z.H., L.J., Y.S., J.J., C.L.).
  • Lingling Zhou
    Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430001, China. zllgwy@126.com.
  • Haokai Hua
    Zhejiang Province Key Laboratory of Imaging and Interventional Medicine, Wenzhou Medical University Affiliated Fifth Hospital, Zhejiang, China (Y.F., Y.X., B.L., Z.D., L.Z., H.H., W.W., J.M., J.T.).
  • Wenjie Wang
    Reproductive Medicine Center, Xiamen University Affiliated Chenggong Hospital, Xiamen, 361003, Fujian, China.
  • Jie Mei
    Department of Neurology and Department of Experimental Neurology, Neurocure Cluster of Excellence, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.
  • Linqiang Lai
    Interventional Department, Wenzhou Medical University Affiliated Fifth Hospital, Zhejiang, China (L.L., J.T.).
  • Jianfei Tu
    Key Laboratory of Imaging Diagnosis and Minimally Invasive Intervention Research, Lishui Hospital of Zhejiang University, Lishui 323000, China.

Keywords

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