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Machine learning techniques to predict diabetic ketoacidosis and HbA1c above 7% among individuals with type 1 diabetes — A large multi-centre study in Australia and New Zealand

Type 1 diabetes and diabetic ketoacidosis (DKA) have a significant impact on individuals and society across a wide spectrum. Our objective was to utilize machine learning techniques to predict DKA and HbA1c>7 %.

Lower cardiorespiratory fitness in children with Type 1 diabetes

The present study aimed to compare cardiorespiratory fitness levels in children with and without Type 1 diabetes.

Increasing the low-glucose alarm of a continuous glucose monitoring system prevents exercise-induced hypoglycemia

The use of continuous glucose monitoring systems (CGMSs) with low-glucose alarms is advocated as a means to decrease the risk of hypoglycemia in type-1 Diabetes

Birth order and childhood type 1 diabetes risk: A pooled analysis of 31 observational studies

Background: The incidence rates of childhood onset type 1 diabetes are almost universally increasing across the globe but the aetiology of the disease...

Improving epinephrine responses in hypoglycemia unawareness with real-time continuous glucose

The objective of this study was to determine whether real-time continuous glucose monitoring (CGM) with preset alarms at specific glucose levels would prove...

Effect of short-term use of a continuous glucose monitoring system with a real-time

The objective of this study was to examine whether setting the low glucose alarm of a Guardian® REAL-Time continuous glucose monitoring system (CGMS) to 80 mg/d

Contribution of an intrinsic lag of continuous glucose monitoring systems to differences in measured and actual glucose concentrations

Current continuous glucose monitoring (CGM) systems measure glucose levels in the interstitial fluid to estimate blood glucose concentration.

Type 1 diabetes in children - emergency management

Fifteen to sixty-seven percent of patients with new onset type 1 diabetes mellitus (T1DM) present in diabetic ketoacidosis (DKA), of which approximately...

Birthweight and the risk of childhood-onset type 1 diabetes

We investigated whether children who are heavier at birth have an increased risk of type 1 diabetes

Hypoglycemia alarm enhancement using data fusion

The acceptance of closed-loop blood glucose (BG) control using continuous glucose monitoring systems (CGMS) is likely to improve.