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:
Aug. 25, 2026
Filed:
Sep. 27, 2023
Applicant:
Dexcom, Inc., San Diego, CA (US);
Inventor:
Josephine Lamp, Charlottesville, VA (US);
Assignee:
Dexcom, Inc., San Diego, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/62 (2013.01); G06N 3/0475 (2023.01); G06N 3/091 (2023.01); G16H 50/20 (2018.01); G16H 50/70 (2018.01);
U.S. Cl.
CPC ...
G06F 21/6245 (2013.01); G06N 3/091 (2023.01); G06N 3/0475 (2023.01); G16H 50/20 (2018.01); G16H 50/70 (2018.01);
Abstract
A method and system for generating synthetic data is provided. Longitudinal time series data are retrieved, and a neural network is trained to generate synthetic time series data that satisfies a privacy metric based on the longitudinal time series data. The longitudinal time series data are unlabeled and univariate.
Lamp, Josephine. (2026). Private synthetic time series data generation (U.S. Patent No. 12717961). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12717961
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile