The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Mar. 02, 2021
Filed:
Jul. 14, 2017
Applicant:
Universität Bern, Berne, CH;
Inventors:
Assignee:
UNIVERSITÄT BERN, Berne, CH;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G16H 20/17 (2018.01); G16H 50/50 (2018.01); G16H 50/20 (2018.01); G06N 20/00 (2019.01); A61B 5/145 (2006.01); A61B 5/00 (2006.01); G06N 7/00 (2006.01);
U.S. Cl.
CPC ...
G16H 20/17 (2018.01); A61B 5/14532 (2013.01); A61B 5/7282 (2013.01); G06N 7/00 (2013.01); G06N 20/00 (2019.01); G16H 50/20 (2018.01); G16H 50/50 (2018.01);
Abstract
The optimal insulin to be delivered by an insulin infusion pump is determined by using a reinforcement learning algorithm aiming to the personalized glucose regulation. The algorithm optimizes the daily basal insulin rate and insulin: carbohydrate ratio for each patient, on the basis of his/her measured glucose profile. The proposed algorithm is able to learn in real-time patient-specific characteristics captured in the daily glucose profile and provide individualized insulin treatment. An automatic and personalized tuning method contributes in the optimisation of the algorithm's performance.