Novo Nordisk A/S
RETROSPECTIVE HORIZON BASED INSULIN DOSE PREDICTION

Abstract:

The invention relates to a novel system to provide data quality control of a subject dataset, useful for treating patients with diabetes mellitus. The data quality control system, via a trained regression model, analyzes blood glucose measurements and provides a predicted insulin injection amount to the subject. The predicted insulin injection amount may be used to improve the accuracy of insulin dose titration programs, providing the subject with confidence that a titrated insulin dose is appropriate and is providing optimal treatment for the diabetes condition. Thus, the data quality control system provides for improved patient outcomes.