公开(公告)号：US20230140055A1

公开(公告)日：2023-05-04

申请号：US18051840

申请日：2022-11-01

Applicant: Dexcom, Inc.

Inventor： Simone FACCIOLI ,  Andrea FACCHINETTI ,  Simone DEL FAVERO ,  Francisco PRENDIN ,  Giovanni SPARACINO

IPC: A61B5/00 ,  A61B5/145

Abstract: Certain aspects of the present disclosure relate to methods and systems for providing decision support around glucose management for patients with diabetes. Time-varying inputs including blood glucose, meal intake information, and amount of infused insulin are processed using a machine learning model to obtain predicted glucose levels for a plurality of prediction horizons and uncertainties for the predictions. A confidence interval is generated for each prediction and the confidence intervals are compared to hypo- and hyperglycemic thresholds. If a confidence interval is entirely below or entirely above the hypo- and hyperglycemic thresholds, respectively, then a decision support output is provided.