Patents by Inventor Seojin Bang

Seojin Bang has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • SYSTEMS AND METHODS FOR A BIDIRECTIONAL LONG SHORT-TERM MEMORY EMBEDDING MODEL FOR T-CELL RECEPTOR ANALYSIS
    Publication number: 20240339173
    Abstract: A T-Cell receptor (TCR) specific embedding model uses a bidirectional long short-term memory (LSTM) to generate representations for TCR sequences and predict a “next token” in a TCR sequence. The embedding model can be trained in an unsupervised manner using a large collection of TCR sequences, and can be combined with downstream models to perform tasks, such as a TCR-epitope binding prediction model and a clustering algorithm. The embedding model demonstrates significant of prediction improvement when compared to existing models.
    Type: Application
    Filed: April 10, 2024
    Publication date: October 10, 2024
    Applicant: Arizona Board of Regents on Behalf of Arizona State University
    Inventors: Heewook Lee, Pengfei Zhang, Michael Cai, Seojin Bang