Patents by Inventor Jaeyun YOO

Jaeyun YOO 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).

  • Hilbert-cnn: ai-driven convolutional neural networks with conversion data of genome for biomarker discovery
    Patent number: 11804285
    Abstract: A method of detecting biomarkers using an artificial intelligence (AI) deep learning model for conversion data of nucleotide sequences and mutations of population genomes, the method including: collecting nucleotide sequences and mutations of population genomes; generating conversion data by reflecting mutations of diploid genomes in the collected nucleotide sequences; performing an artificial intelligence (AI) deep learning model with the generated conversion data; generating a fully connected network (FCN) by connecting the results obtained by the machine learning; and extracting biomarkers by the learned model.
    Type: Grant
    Filed: November 21, 2018
    Date of Patent: October 31, 2023
    Assignee: SYNTEKABIO, INC.
    Inventors: Jongsun Jung, Jaeyun Yoo, Jaemin Seol
  • METHOD FOR DEEP LEARNING-BASED BIOMARKER DISCOVERY WITH CONVERSION DATA OF GENOME SEQUENCES
    Publication number: 20190180844
    Abstract: A method of detecting biomarkers using an artificial intelligence (AI) deep learning model for conversion data of nucleotide sequences and mutations of population genomes, the method including: collecting nucleotide sequences and mutations of population genomes; generating conversion data by reflecting mutations of diploid genomes in the collected nucleotide sequences; performing an artificial intelligence (AI) deep learning model with the generated conversion data; generating a fully connected network (FCN) by connecting the results obtained by the machine learning; and extracting biomarkers by the learned model.
    Type: Application
    Filed: November 21, 2018
    Publication date: June 13, 2019
    Applicant: SYNTEKABIO CO., LTD.
    Inventors: Jongsun JUNG, Jaeyun YOO, Jaemin SEOL