Development and Validation of a Hypoglycemia Risk Model for Intensive Insulin Therapy in Patients with Type 2 Diabetes.

Xiling HuWeiran XuShuo LinCang ZhangCong Ling Miaoxia Chen

Published in: Journal of diabetes research (2020)

The model's hypoglycemia prediction and the actual occurrence are in good agreement. The variable data was easy to obtain and the evaluation method was simple, which could provide a reference for the prevention and treatment of hypoglycemia and screen patients with a high risk of hypoglycemia.

Keyphrases

type diabetes
glycemic control
risk assessment
high throughput
insulin resistance
electronic health record
big data
bone marrow
mesenchymal stem cells
deep learning
smoking cessation
data analysis