Multilevel clustering approach driven by continuous glucose monitoring data for further classification of type 2 diabetes.

Rui TaoXia YuJingyi LuYun ShenWei LuWei ZhuYuqian BaoHongru LiJian Zhou

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

A novel multilevel clustering approach for knowledge mining from CGM data in type 2 diabetes is presented. The results demonstrate that subgroups are adequately distinguished with notable statistical and clinical differences.

Keyphrases

type diabetes
electronic health record
glycemic control
single cell
big data
machine learning
cardiovascular disease
rna seq
insulin resistance
artificial intelligence