Log in
Enquire now
‌

US Patent 10068053 Basecaller for DNA sequencing using machine learning

Patent 10068053 was granted and assigned to Complete Genomics on September, 2018 by the United States Patent and Trademark Office.

OverviewStructured DataIssuesContributors

Contents

Patent abstractTimelineTable: Further ResourcesReferences
Is a
Patent
Patent

Patent attributes

Patent Applicant
Complete Genomics
Complete Genomics
Current Assignee
Complete Genomics
Complete Genomics
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
10068053
Date of Patent
September 4, 2018
Patent Application Number
14571022
Date Filed
December 15, 2014
Patent Citations Received
‌
US Patent 12119088 Deep neural network-based sequencing
3
‌
US Patent 11908548 Training data generation for artificial intelligence-based sequencing
4
‌
US Patent 11961593 Artificial intelligence-based determination of analyte data for base calling
5
‌
US Patent 11989265 Intensity extraction from oligonucleotide clusters for base calling
6
‌
US Patent 11538556 Machine learning enabled pulse and base calling for sequencing devices
‌
US Patent 10711299 Pulse caller and base caller
‌
US Patent 11593595 Inter-cluster intensity variation correction and base calling
‌
US Patent 11694309 Equalizer-based intensity correction for base calling
11
...
Patent Primary Examiner
‌
Russell Scott Negin
Patent abstract

Methods, systems, and apparatuses are provided for creating and using a machine-leaning model to call a base at a position of a nucleic acid based on intensity values measured during a production sequencing run. The model can be trained using training data from training sequencing runs performed earlier. The model is trained using intensity values and assumed sequences that are determined as the correct output. The training data can be filtered to improve accuracy. The training data can be selected in a specific manner to be representative of the type of organism to be sequenced. The model can be trained to use intensity signals from multiple cycles and from neighboring nucleic acids to improve accuracy in the base calls.

Timeline

No Timeline data yet.

Further Resources

Title
Author
Link
Type
Date
No Further Resources data yet.

References

Find more entities like US Patent 10068053 Basecaller for DNA sequencing using machine learning

Use the Golden Query Tool to find similar entities by any field in the Knowledge Graph, including industry, location, and more.
Open Query Tool
Access by API
Golden Query Tool
Golden logo

Company

  • Home
  • Press & Media
  • Blog
  • Careers
  • WE'RE HIRING

Products

  • Knowledge Graph
  • Query Tool
  • Data Requests
  • Knowledge Storage
  • API
  • Pricing
  • Enterprise
  • ChatGPT Plugin

Legal

  • Terms of Service
  • Enterprise Terms of Service
  • Privacy Policy

Help

  • Help center
  • API Documentation
  • Contact Us
By using this site, you agree to our Terms of Service.