Flash glucose monitoring data analysed by detrended fluctuation function on beta-cell function and diabetes classification.

Wei LiuJing ChenLuxi HeXiaoling CaiRui ZhangSiqian GongXiao YangJunzheng WangXueyao HanDawei ShiXiantong Zou

Published in: Diabetes, obesity & metabolism (2021)

Our study first proposed the possible role of data-driven analysis acquired glucose metric in predicting beta-cell function and diabetes classification, and a large-scale, multicentre study will be needed in the future.

Keyphrases

type diabetes
machine learning
cardiovascular disease
deep learning
glycemic control
electronic health record
big data
artificial intelligence
current status
blood pressure
insulin resistance
data analysis
weight loss