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:
Aug. 26, 2025

Filed:

Aug. 11, 2021
Applicant:

Cerner Innovation, Inc., Kansas City, KS (US);

Inventors:

Sheshanth As, Karnataka, IN;

Ashok Biradar, Karnataka, IN;

Kiran Chornoor, Bangalore, IN;

Assignee:

Cerner Innovation, Inc., Kansas City, MO (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/01 (2023.01); G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
G06N 5/01 (2023.01); G06N 20/20 (2019.01);
Abstract

Methods, systems, and computer-readable media are disclosed herein that provide for a machine learning classification model that is trained with historical data and which, by ingesting minimal test data from a particular instance of the application, predictively determines an existing text block that is most relevant for that particular instance of the application. When determined by the model, a particular template is auto-populated into a free text input box within the application for presentation in a graphical user interface.


Find Patent Forward Citations

As, Sheshanth. (2025). Predictive classification model for auto-population of text block templates into an application (U.S. Patent No. 12400126). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12400126

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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