A multi-level hypoglycemia early alarm system based on sequence pattern mining.

Xia YuNing MaTao YangYawen ZhangQing MiaoJunjun TaoHongru LiYiming LiYehong Yang

Published in: BMC medical informatics and decision making (2021)

The proposed approach could effectively predict hypoglycemia events based on different risk thresholds to meet different prevention and treatment requirements. Moreover, the experimental results confirm the practicality and prospects of the proposed early alarm system, which reflects further significance in personalized medicine for hypoglycemia prevention.

Keyphrases

type diabetes
glycemic control
insulin resistance
skeletal muscle
smoking cessation