Application of machine learning techniques to understand ethnic differences and risk factors for incident chronic kidney disease in Asians.

Cynthia Ciwei LimFeng HeJialiang LiYih Chung ThamChieh Suai TanChing-Yu ChengTien-Yin WongSabanayagam Charumathi

Published in: BMJ open diabetes research & care (2021)

Incidence of CKD is high among the main Asian ethnic groups in Singapore, ranging between 6% and 10% over 6 years; differences were partially explained by clinical and socioeconomic factors.

Keyphrases

chronic kidney disease
machine learning
end stage renal disease
cardiovascular disease
risk factors
artificial intelligence
big data
type diabetes
deep learning