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:
Oct. 22, 2024
Filed:
Feb. 25, 2021
Applicant:
Siemens Healthcare Diagnostics Inc., Tarrytown, NY (US);
Inventors:
Mark Edwards, Armonk, NY (US);
Vivek Singh, Princeton, NJ (US);
Bogdan Georgescu, Princeton, NJ (US);
Ankur Kapoor, Plainsboro, NJ (US);
Assignee:
Siemens Healthcare Diagnostics Inc., Tarrytown, NY (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 11/07 (2006.01); G06N 3/0455 (2023.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06F 11/079 (2013.01); G06F 11/0721 (2013.01); G06N 3/0455 (2023.01); G06N 3/08 (2013.01);
Abstract
A computer-implemented method for detecting a failure of a device connected to a sensor is disclosed. The method includes a machine learning model receiving a trace signal from the sensor indicating a status of the device, the machine learning model encoding the trace signal into a plurality of vector representations, and the machine learning model determining whether the trace signal is valid or invalid based on the plurality of vector representations.