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An Online Risk Tool for Predicting Type 2 Diabetes Mellitus

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اقرأ أكثر حفظ في قائمتي
  • معلومة اضافية
    • بيانات النشر:
      University of Toronto
    • الموضوع:
      2021
    • Collection:
      University of Toronto: Research Repository T-Space
    • نبذة مختصرة :
      An online risk prediction tool is developed to calculate a user’s risk of developing type II diabetes mellitus (T2DM). The risk prediction is based on the user’s input of medical lab information, such as age, sex, body mass index, fasting blood sugar, triglycerides, and high-density lipoprotein levels. The calculator is modelled using a logistic regression model, and it is trained using the medical records of over ten thousand Canadian patients. This newly developed tool is intended to serve physicians and patients in predicting future diabetes risk and take early preventive measures.
    • File Description:
      application/pdf
    • Relation:
      Diabetology 2 (3): 123-129 (2021); http://hdl.handle.net/1807/106637
    • الرقم المعرف:
      10.3390/diabetology2030011
    • الدخول الالكتروني :
      http://hdl.handle.net/1807/106637
      https://doi.org/10.3390/diabetology2030011
    • Rights:
      Attribution 4.0 International ; https://creativecommons.org/licenses/by/4.0/
    • الرقم المعرف:
      edsbas.4903FD34