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:
Oct. 06, 2026

Filed:

Dec. 10, 2021
Applicant:

Illumina, Inc., San Diego, CA (US);

Inventors:

Guilherme Medeiros Martins, San Diego, CA (US);

Martin Detelinov Martchovsky, Fremont, CA (US);

Naghmeh Rezaei, Redwood City, CA (US);

Assignee:

Illumina, Inc., San Diego, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/02 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 5/02 (2013.01); G06N 20/00 (2019.01);
Abstract

The technology disclosed relates to systems and methods for avoiding post-processing of an image from extension of probes on beads during a sample evaluation run. The method includes receiving an image of beads in an array of tiles on a beadchip. The method includes calculating averages, over each tile in image channel, of full width at half max (FWHM) values of images of the beads. The method includes predicting from the average FWHM values of the tiles, a likelihood of failure score for the sample evaluation run. A trained classifier can be used to predict the likelihood of failure score. The method includes reporting the likelihood of failure score for the sample evaluation run.


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Quick Actions:

Martins, Guilherme. (2026). Machine learning-based genotyping process outcome prediction using aggregate metrics (U.S. Patent No. 12755163). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12755163

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