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:
Jul. 16, 2024
Filed:
Nov. 16, 2023
Applicant:
Diabeloop, Grenoble, FR;
Inventor:
Maxime Louis, Grenoble, FR;
Assignee:
DIABELOOP, Grenoble, FR;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); A61M 5/172 (2006.01); G16H 20/17 (2018.01);
U.S. Cl.
CPC ...
A61M 5/1723 (2013.01); G06N 20/00 (2019.01); G16H 20/17 (2018.01);
Abstract
Method for determining a recommendation value of a control parameter of a fluid infusion device. The method being implemented by a control device and comprising the steps of retrieving user data, feeding a deep reinforcement learning network, outputting a deep reinforcement learning network result, feeding an uncertainty certificates, outputting an uncertainty certificates result, comparing the uncertainty certificates result, determining the recommendation value, of a control parameter of the fluid infusion device based on a state of the unique user using a control algorithm or the deep reinforcement learning network.