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.:
Date of Patent:
Jul. 26, 2022
Filed:
Oct. 08, 2019
Chun-chieh Chang, South San Francisco, CA (US);
Chun-Chieh Chang, South San Francisco, CA (US);
Other;
Abstract
A method of characterizing biological sequences includes: preparing a library of sequences; subjecting the sequences in the library to at least one screening experiment to obtain an experiment outcome of each of the sequences; creating a first dataset comprising identities of the sequences and the experiment outcomes of the sequences; and training a first neural network using the first dataset to extract first sequence features from the sequences in the first dataset. A second neural network may be additionally be trained using a second dataset based on an external database to generate a pre-trained model, which is used extract additional features from the first dataset.