Development and Validation of a Machine Learning-Based Model Using CT Radiomics for Predicting Immune Checkpoint Inhibitor-related Pneumonitis in Patients With NSCLC Receiving Anti-PD1 Immunotherapy: A Multicenter Retrospective CaseControl Study.

Abstract

Authors

• Guo-Yue Zhang
  Department of Respiratory Medicine, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, P.R. China (G.-y.Z., X.-z.D., R.X., Y.W., X.-j.W.). Electronic address: zhangguoyue2013@gmail.com.
• Xian-Zhi Du
  Department of Respiratory Medicine, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, P.R. China (G.-y.Z., X.-z.D., R.X., Y.W., X.-j.W.). Electronic address: dxzdjy868@sina.com.
• Rui Xu
  Collaborative Innovation Center for Green Chemical Manufacturing and Accurate Detection, Key Laboratory of Interfacial Reaction & Sensing Analysis in Universities of Shandong, School of Chemistry and Chemical Engineering, University of Jinan, Jinan, 250022, PR China.
• Ting Chen
  CAS Key Laboratory of Tropical Marine Bio-resources and Ecology (LMB), Guangdong Provincial Key Laboratory of Applied Marine Biology (LAMB), South China Sea Institute of Oceanology, Chinese Academy of Sciences, Guangzhou 510301, China. chan1010@scsio.ac.cn.
• Yue Wu
  Key Laboratory of Luminescence and Real-Time Analytical Chemistry (Ministry of Education), College of Pharmaceutical Sciences, Southwest University, Chongqing 400716, China.
• Xiao-Juan Wu
  Department of Respiratory Medicine, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, P.R. China (G.-y.Z., X.-z.D., R.X., Y.W., X.-j.W.); Department of Respiratory and Critical Care Medicine, Suining Central Hospital, Suining, 629000, Sichuan, P.R. China (X.-j.W.). Electronic address: 745862779@qq.com.
• Shui Liu
  Department of Respiratory and Critical Care Medicine, People's Hospital of Fengjie, Fengjie, Chongqing, 404600, P.R. China (S.L.). Electronic address: 280790282@qq.com.

Keywords

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