Bioinformatics analysis reveals immune prognostic markers for overall survival of colorectal cancer patients: a novel machine learning survival predictive system.

Journal: BMC bioinformatics
Published Date:

Abstract

OBJECTIVES: Immune microenvironment was closely related to the occurrence and progression of colorectal cancer (CRC). The objective of the current research was to develop and verify a Machine learning survival predictive system for CRC based on immune gene expression data and machine learning algorithms.

Authors

  • Zhiqiao Zhang
    Department of Infectious Diseases, Shunde Hospital, Southern Medical University, Shunde, Guangdong, China.
  • Liwen Huang
    Department of Infectious Diseases, Shunde Hospital, Southern Medical University, Shunde, Guangdong, China.
  • Jing Li
    Department of Neurosurgery, Tianjin Medical University General Hospital, Tianjin, China.
  • Peng Wang
    Neuroengineering Laboratory, School of Biomedical Engineering and Technology, Tianjin Medical University, Tianjin, China.