Enhancing the diagnostic accuracy of colorectal cancer through the integration of serum tumor markers and hematological indicators with machine learning algorithms.

Journal: Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico
PMID:

Abstract

BACKGROUND: Colorectal cancer has a high incidence and mortality rate due to a low rate of early diagnosis. Therefore, efficient diagnostic methods are urgently needed.

Authors

  • Rongxuan Xu
    Department of Epidemiology and Health Statistics, Dalian Medical University, Dalian, China.
  • Huimin Chi
    Dalian Medical Association, Dian, China.
  • Qian Zhang
    The Neonatal Intensive Care Unit, Peking Union Medical College Hospital, Peking, China.
  • Xiaofeng Li
    Department of Otorhinolaryngology, Shanghai Sixth People's Hospital, Shanghai Jiao Tong University, Shanghai 200233, China.
  • Zhijun Hong
    The Health Management Center, The First Affiliated Hospital of Dalian Medical University, Dalian, Liaoning, China.