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:
Jul. 18, 2023

Filed:

Jan. 14, 2019
Applicants:

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

Illumina Cambridge Limited, Cambridge, GB;

Inventors:

Ole Schulz-Trieglaff, Cambridge, GB;

Anthony James Cox, Cambridge, GB;

Kai-How Farh, San Mateo, CA (US);

Assignees:

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

Illumina Cambridge Limited, Cambridge, GB;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G16B 40/20 (2019.01); G16B 20/20 (2019.01); G06F 18/214 (2023.01); G06F 18/2431 (2023.01); G06N 3/045 (2023.01); G16B 40/00 (2019.01); G16B 20/00 (2019.01); G06F 9/38 (2018.01); G06N 3/04 (2023.01); G06N 3/084 (2023.01);
U.S. Cl.
CPC ...
G16B 40/20 (2019.02); G06F 9/3877 (2013.01); G06F 18/2148 (2023.01); G06F 18/2431 (2023.01); G06N 3/04 (2013.01); G06N 3/045 (2023.01); G06N 3/084 (2013.01); G16B 20/00 (2019.02); G16B 20/20 (2019.02); G16B 40/00 (2019.02);
Abstract

The technology disclosed directly operates on sequencing data and derives its own feature filters. It processes a plurality of aligned reads that span a target base position. It combines elegant encoding of the reads with a lightweight analysis to produce good recall and precision using lightweight hardware. For instance, one million training examples of target base variant sites with 50 to 100 reads each can be trained on a single GPU card in less than 10 hours with good recall and precision. A single GPU card is desirable because it a computer with a single GPU is inexpensive, almost universally within reach for users looking at genetic data. It is readily available on could-based platforms.


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