Automated Self-Adjusting Subcutaneous Insulin Algorithm for Patients NPO or on TPN or Enteral Feedings.

Sophie PatzekHeidemarie W MacMasterEsther Rov-IkpahCraig San LuisCraig JohnsonVenkateswarlu JuttukondaRobert J Rushakoff

Published in: Journal of diabetes science and technology (2020)

A simple automated SQIA can be used to titrate insulin to meet the changing metabolic requirements of individuals perioperatively and maintain glucose within the target range for these hospitalized patients.

Keyphrases

machine learning
type diabetes
deep learning
end stage renal disease
high throughput
ejection fraction
newly diagnosed
chronic kidney disease
glycemic control
prognostic factors
blood pressure
patient reported outcomes
insulin resistance
patient reported
neural network