A machine learning prediction model for cancer risk in patients with type 2 diabetes based on clinical tests.

Journal: Technology and health care : official journal of the European Society for Engineering and Medicine
Published Date:

Abstract

BACKGROUND: The incidence of type 2 diabetes is rapidly increasing worldwide. Studies have shown that it is also associated with cancer-related morbidities. Early detection of cancer in patients with type 2 diabetes is crucial.

Authors

  • Bin Qiu
    MOE Key Laboratory for Analytical Science of Food Safety and Biology, Fujian Provincial Key Laboratory of Analysis and Detection for Food Safety, College of Chemistry, Fuzhou University, Fuzhou, Fujian 350116, China.
  • Hang Chen
    Department of Ophthalmology, Shaanxi Provincial People's Hospital, Xi'an, China; and.
  • Enke Zhang
    IT Department, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China.
  • Fuchun Ma
    IT Department, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China.
  • Gaili An
    Department of Clinical Oncology, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China.
  • Yuan Zong
  • Liang Shang
  • Yulian Zhang
    Shaanxi Provincial Clinical Research Center for Geriatric Medicine, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China.
  • Huolan Zhu
    Shaanxi Provincial Clinical Research Center for Geriatric Medicine, Shaanxi Provincial People's Hospital, Xi'an, Shaanxi, China.