Patent · US Active

Artificial intelligence-based base calling

US11783917B2 · kind B2 · utility

3Cited by

52References

18Claims

0Family size

Inventors

Kishore Jaganathan · San Francisco, US
John Randall Gobbel · Brisbane, US
Amirali Kia · San Mateo, US

Key dates

Filing date	Mar 20, 2020
Grant date	Oct 10, 2023
Priority date	—
Expiry date	Feb 24, 2041

Classification

Technology area (CPC G)Physics
CPC primaryG06N5/046
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

The technology disclosed processes input data through a neural network and produces an alternative representation of the input data. The input data includes per-cycle image data for each of one or more sequencing cycles of a sequencing run. The per-cycle image data depicts intensity emissions of one or more analytes and their surrounding background captured at a respective sequencing cycle. The technology disclosed processes the alternative representation through an output layer and producing an output and base calls one or more of the analytes at one or more of the sequencing cycles based on the output.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.