Identification of clinically relevant dysglycemia phenotypes based on continuous glucose monitoring data from youth with type 1 diabetes and elevated hemoglobin A1c.

Angelica Cristello SarteauLinda A AdairAllison E AielloKyle S BurgerJohn B BuseJamie CrandellDavid M MaahsCrystal T NguyenMichael R KosorokElizabeth J Mayer-Davis

Published in: Pediatric diabetes (2019)

There are subgroups of adolescents with T1D for which glycemic control is challenged by different aspects of dysglycemia. Enhanced understanding of demographic, behavioral, and clinical characteristics that contribute to CGM-derived dysglycemia phenotypes may reveal strategies to improve treatment.

Keyphrases

glycemic control
young adults
type diabetes
physical activity
blood glucose
mental health
electronic health record
weight loss
single cell
insulin resistance
metabolic syndrome
machine learning