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:
Sep. 06, 2022

Filed:

Mar. 21, 2020
Applicant:

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

Inventors:

Kishore Jaganathan, San Francisco, CA (US);

Anindita Dutta, Brisbane, CA (US);

Dorna Kashefhaghighi, Menlo Park, CA (US);

John Randall Gobbel, Brisbane, CA (US);

Amirali Kia, San Mateo, CA (US);

Assignee:

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

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2022.01); G06K 9/62 (2022.01); G06N 3/08 (2006.01); G16B 40/00 (2019.01); G06N 3/04 (2006.01); G06F 16/907 (2019.01); G06N 7/00 (2006.01); G06V 10/75 (2022.01); G06N 5/04 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6218 (2013.01); G06F 16/907 (2019.01); G06K 9/628 (2013.01); G06K 9/6222 (2013.01); G06K 9/6232 (2013.01); G06K 9/6256 (2013.01); G06K 9/6262 (2013.01); G06K 9/6267 (2013.01); G06K 9/6277 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06N 3/084 (2013.01); G06N 7/005 (2013.01); G06V 10/751 (2022.01); G16B 40/00 (2019.02); G06N 5/046 (2013.01);
Abstract

The technology disclosed processes a first input through a first neural network and produces a first output. The first input comprises first image data derived from images of analytes and their surrounding background captured by a sequencing system for a sequencing run. The technology disclosed processes the first output through a post-processor and produces metadata about the analytes and their surrounding background. The technology disclosed processes a second input through a second neural network and produces a second output. The second input comprises third image data derived by modifying second image data based on the metadata. The second image data is derived from the images of the analytes and their surrounding background. The second output identifies base calls for one or more of the analytes at one or more sequencing cycles of the sequencing run.


Find Patent Forward Citations

Loading…