Dynamic Treatment Strategy of Chinese Medicine for Metastatic Colorectal Cancer Based on Machine Learning Algorithm.

Journal: Chinese journal of integrative medicine
PMID:

Abstract

OBJECTIVE: To establish the dynamic treatment strategy of Chinese medicine (CM) for metastatic colorectal cancer (mCRC) by machine learning algorithm, in order to provide a reference for the selection of CM treatment strategies for mCRC.

Authors

  • Yu-Ying Xu
    Department of Oncology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, 100091, China.
  • Qiu-Yan Li
    Department of Oncology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, 100091, China.
  • Dan-Hui Yi
    School of Statistics, Renmin University of China, Beijing 100872, China.
  • Yue Chen
    The College of Basic Medical Sciences, Guangzhou University of Chinese Medicine, Guangzhou, China.
  • Jia-Wei Zhai
    Graduate School, Beijing University of Chinese Medicine, Beijing, 100029, China.
  • Tong Zhang
    Beijing University of Chinese Medicine, Beijing, China.
  • Ling-Yun Sun
    Department of Oncology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, 100091, China.
  • Yu-Fei Yang
    Department of Oncology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, 100091, China. yyf93@vip.sina.com.