Invention Grant
- Patent Title: Methods and systems for mitigating sensor error propagation
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Application No.: US16844726Application Date: 2020-04-09
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Publication No.: US11596359B2Publication Date: 2023-03-07
- Inventor: Nicholas S. Mairs , Maxwell P. Lundeen
- Applicant: MEDTRONIC MINIMED, INC.
- Applicant Address: US CA Northridge
- Assignee: MEDTRONIC MINIMED, INC.
- Current Assignee: MEDTRONIC MINIMED, INC.
- Current Assignee Address: US CA Northridge
- Agency: Weaver Austin Villeneuve & Sampson LLP
- Main IPC: G16H40/67
- IPC: G16H40/67 ; G16H50/50 ; G16H10/60 ; G16H50/30 ; G16H50/20 ; A61B5/00 ; A61B5/145

Abstract:
Medical devices and related systems and methods are provided. A method of providing a notification pertaining to a physiological condition using a translation model involves identifying an error metric associated with an input variable associated with the translation model, determining a reference output of the translation model by providing reference values for the input variable to the translation model, generating modulated values for the input variable based on the reference values using the error metric, determining a simulated output of the translation model by providing the modulated values for the input variable to the translation model, and updating the translation model to reduce a weighting associated with the input variable when a difference between the simulated output and the reference output is greater than a threshold.
Public/Granted literature
- US20210315525A1 METHODS AND SYSTEMS FOR MITIGATING SENSOR ERROR PROPAGATION Public/Granted day:2021-10-14
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