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 Tse Carlos King-Ho Wong Weng Yee ChinLaura E BedfordDaniel Yee-Tak FongWelchie Wk KoDavid Vai Kiong Chao Kathryn Choon Beng Tan Cindy 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
type diabetes
neural network
adipose tissue