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.

Date of Patent:
Jan. 21, 2025

Filed:

Dec. 16, 2020
Applicant:

Varian Medical Systems, Inc., Palo Alto, CA (US);

Inventors:

Ashish Kadam, Maharashtra, IN;

Roshan Joe Vincent, Atlanta, GA (US);

Rakesh Sharma, Bangalore, IN;

Petr Jordan, Palo Alto, CA (US);

Assignee:

VARIAN MEDICAL SYSTEMS, INC., Palo Alto, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 18/214 (2023.01); G06F 8/71 (2018.01); G06F 18/21 (2023.01); G06N 20/00 (2019.01); G16H 40/20 (2018.01);
U.S. Cl.
CPC ...
G06F 18/2148 (2023.01); G06F 8/71 (2013.01); G06F 18/2178 (2023.01); G06N 20/00 (2019.01); G16H 40/20 (2018.01);
Abstract

Disclosed herein are methods and systems for training artificial intelligence (AI) models. A central server may train an AI model by outputting, onto an electronic device operated by a user, results of execution of the AI model; monitoring the electronic device to identify a set of interactions between the user and the electronic device while the electronic device is outputting the results; generating a first training dataset corresponding to the user's interactions with the electronic device, the first training dataset corresponding to a frequency of correction of results; generating a second training dataset corresponding to the user's input to a prompt requesting the user to input a numerical value associated with an accuracy of the results; and training the AI model using the first and second training datasets.


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