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External validation of the Hong Kong Chinese non-laboratory risk models and scoring algorithm for case finding of prediabetes and diabetes mellitus in primary care.

Will Ho Gi ChengWeinan DongEmily Tsui Yee TseCarlos King-Ho WongWeng Yee ChinLaura E BedfordDaniel Yee-Tak FongWelchie Wk KoDavid Vai Kiong ChaoKathryn Choon Beng TanCindy Lo Kuen Lam
Published in: Journal of diabetes investigation (2024)
This study showed the validity of the models and the algorithm for finding pre-DM/DM cases in a Chinese PC population in Hong Kong. They can facilitate more cost-effective identification of high-risk individuals for blood testing to diagnose pre-DM/DM in PC. Further studies should recalibrate the models for more precise risk estimation in PC populations.
Keyphrases
  • primary care
  • glycemic control
  • machine learning
  • deep learning
  • weight loss
  • insulin resistance