公开(公告)号：US12009100B2

公开(公告)日：2024-06-11

申请号：US16985759

申请日：2020-08-05

申请人： UnitedHealth Group Incorporated

发明人： Rachel Lauren Jennings ,  Jonathan Michael Rolfs ,  Alex Taub Bacon

IPC分类号： G06N20/00 ,  G16H20/10 ,  G16H20/90 ,  G16H50/20

CPC分类号： G16H50/20 ,  G06N20/00 ,  G16H20/10 ,  G16H20/90

摘要： There is a need for more effective and efficient predictive data analysis, such as more effective and efficient data analysis solutions for performing predictive monitoring of the glucose-insulin endocrine metabolic regulatory system. Certain embodiments utilize systems, methods, and computer program products that perform predictive data analysis by utilizing at least one of glucose surge excursion detections, steady-state glucose-insulin machine learning models, and parameter space refinement machine learning models.