Computer-Implemented System And Method For Facilitating Accurate Glycemic Control By Modeling Blood Glucose Using Cloud-Based Circadian Profiles

摘要

A computer-implemented system and method for facilitating accurate glycemic control by modeling blood glucose using cloud-based circadian profiles is provided. Anti-hyperglycemic medications are categorized based on similar glucose lowering effects. A circadian profile for a diabetic patient is built by storing online at least two recent typical measurements of pre-meal and post-meal blood glucose, a dose of an anti-hyperglycemic medication, and the class of the anti-hyperglycemic medication. A model of glucose management through the circadian profile is created by estimating expected blood glucose values and their predicted errors at each of the meal periods, visualizing the expected blood glucose values and their predicted errors over time for each meal period in a log-normal distribution, and selecting one of the meal periods and, for each anti-hyperglycemic medication in the identified class, and modeling a change in the dose of the anti-hyperglycemic medication based on glucose lowering effects of the modeled change.