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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.:

US 12119088 B1

PDFFull Text
Date of Patent:
Oct. 15, 2024

Filed:

Aug. 30, 2022

Deep neural network-based sequencing

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);

Attorney:

Keller Preece PLLC

Primary Examiner:

Oneal R Mistry

Int. Cl.
CPC ...
G06F 16/907 (2019.01); G06F 18/21 (2023.01); G06F 18/214 (2023.01); G06F 18/23 (2023.01); G06F 18/23211 (2023.01); G06F 18/24 (2023.01); G06F 18/2415 (2023.01); G06F 18/2431 (2023.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01); G06N 3/084 (2023.01); G06N 7/01 (2023.01); G06V 10/26 (2022.01); G06V 10/44 (2022.01); G06V 10/75 (2022.01); G06V 10/762 (2022.01); G06V 10/764 (2022.01); G06V 10/77 (2022.01); G06V 10/778 (2022.01); G06V 10/82 (2022.01); G06V 10/98 (2022.01); G06V 20/69 (2022.01); G16B 40/00 (2019.01); G16B 40/20 (2019.01); G06N 5/046 (2023.01); G06V 20/40 (2022.01);
U.S. Cl.
CPC ...
G16B 40/20 (2019.02); G06F 16/907 (2019.01); G06F 18/214 (2023.01); G06F 18/217 (2023.01); G06F 18/23 (2023.01); G06F 18/23211 (2023.01); G06F 18/24 (2023.01); G06F 18/2415 (2023.01); G06F 18/2431 (2023.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06N 3/084 (2013.01); G06N 7/01 (2023.01); G06V 10/267 (2022.01); G06V 10/454 (2022.01); G06V 10/751 (2022.01); G06V 10/763 (2022.01); G06V 10/764 (2022.01); G06V 10/7715 (2022.01); G06V 10/7784 (2022.01); G06V 10/82 (2022.01); G06V 10/993 (2022.01); G06V 20/69 (2022.01); G16B 40/00 (2019.02); G06N 5/046 (2013.01); G06V 20/47 (2022.01);
Abstract

A system, a method and a non-transitory computer readable storage medium for base calling are described. The base calling method includes processing through a neural network first image data comprising images of clusters and their surrounding background captured by a sequencing system for one or more sequencing cycles of a sequencing run. The base calling method further includes producing a base call for one or more of the clusters of the one or more sequencing cycles of the sequencing run.

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