Development of Various Diabetes Prediction Models Using Machine Learning Techniques.

Journal: Diabetes & metabolism journal
Published Date: Mar 11, 2022

Abstract

BACKGROUND: There are many models for predicting diabetes mellitus (DM), but their clinical implication remains vague. Therefore, we aimed to create various DM prediction models using easily accessible health screening test parameters.

Authors

  • Juyoung Shin
    Health Promotion Center, Seoul St. Mary's Hospital, Seoul, Korea.
  • Jaewon Kim
    LifeSemantics, Seoul, Republic of Korea.
  • Chanjung Lee
    LifeSemantics, Seoul, Republic of Korea.
  • Joon Young Yoon
    LifeSemantics Corp., Seoul, Korea.
  • Seyeon Kim
    LifeSemantics Corp., Seoul, Korea.
  • Seungjae Song
    LifeSemantics Corp., Seoul, Korea.
  • Hun-Sung Kim
    Department of Endocrinology and Metabolism, College of Medicine, The Catholic University of Korea, Seoul, Korea.

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