Patent · US Active

Predicting mRNA properties using large language transformer models

US12374426B2 · kind B2 · utility

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0References

29Claims

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Assignee

Sanofi · FR

Inventors

Ziv Bar-Joseph · Cambridge, US
Sven Jager · Frankfurt am Main, DE
Sizhen Li · Cambridge, US
Saeed Moayedpour · Cambridge, US

Key dates

Filing date	Jul 26, 2024
Grant date	Jul 29, 2025
Priority date	—
Expiry date	Jul 26, 2044

Classification

Technology area (CPC G)Physics
CPC primaryG16B40/20
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Methods, computer systems, and apparatus, including computer programs encoded on computer storage media, for predicting mRNA properties. The system obtains data representing a codon sequence of the mRNA molecule, generates an input token vector by numerically encoding the codon sequence, and generates an embedded feature vector by processing the input token vector using an embedding machine-learning model having a first set of model parameters.

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