Ct-based subregional radiomics using hand-crafted and deep learning features for prediction of therapeutic response to anti-PD1 therapy in NSCLC.

Abstract

Authors

• Yue Hu
  Department of Biobank, China-Japan Union Hospital of Jilin University, Changchun, China.
• Tao Jiang
  Department of Respiratory and Critical Care Medicine, Center for Respiratory Medicine, the Fourth Affiliated Hospital of School of Medicine, and International School of Medicine, International Institutes of Medicine, Zhejiang University, Yiwu, China.
• Huan Wang
  Key Laboratory of Adaptation and Evolution of Plateau Biota (AEPB), Northwest Institute of Plateau Biology, Chinese Academy of Sciences, Qinghai, P. R. China.
• Jiangdian Song
  Sino-Dutch Biomedical and Information Engineering School, Northeastern University, Liaoning, Shenyang, 110819, China.
• Zhiguang Yang
  Department of Radiology, Shengjing Hospital, Shenyang 110004, PR China.
• Yan Wang
  College of Animal Science and Technology, Beijing University of Agriculture, Beijing, China.
• Juan Su
  Department of Dermatology, Xiangya Hospital Central South University, Changsha, China.
• Meiqi Jin
  School of Intelligent Medicine, China Medical University, Liaoning, 110122, PR China.
• Shijie Chang
  Department of Biomedical Engineering, China Medical University, Shenyang, 110122.
• Kexue Deng
  Department of Radiology, The First Affiliated Hospital of University of Science and Technology of China (USTC), Division of Life Sciences and Medicine, USTC, Hefei, 230036, Anhui, China.
• Wenyan Jiang
  Department of Intensive Care Unit, Tumor Hospital of Guangxi Medical University, Nanning, Guangxi 530021, China.

Keywords

External Resources