Development of a three-dimensional scoring model for the assessment of continuous glucose monitoring data in type 1 diabetes.
Jeanie DawnbringerHenrik HillMarkus LundgrenSergiu-Bogdan CatrinaJosé Caballero-CorbalanLars CederbladPer-Ola CarlssonDaniel EspesPublished in: BMJ open diabetes research & care (2024)
Our scoring model captures the complexity of CGM data and can identify both the most alarming dimension of glycemia and the individuals in most urgent need of assistance. This could become a valuable tool for population management at diabetes clinics to enable healthcare providers to stratify care to the patients in greatest need of clinical attention.
Keyphrases
- type diabetes
- healthcare
- end stage renal disease
- cardiovascular disease
- electronic health record
- glycemic control
- newly diagnosed
- ejection fraction
- chronic kidney disease
- primary care
- big data
- palliative care
- peritoneal dialysis
- working memory
- insulin resistance
- quality improvement
- metabolic syndrome
- skeletal muscle
- data analysis
- artificial intelligence