Patents by Inventor Zurab Kakushadze

Zurab Kakushadze 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).

  • Cancer diagnostic tool using cancer genomic signatures to determine cancer type
    Patent number: 12020777
    Abstract: Cancer types (e.g., organ/tissue of origin and/or cancer subtype for an organ/tissue) can be distinguished by applying statistical methods to data samples consisting of counts of somatic single nucleotide variations (SNVs) across a tumor genome of a patient. For example, a factor loading matrix for each cancer type to be distinguished can be computed using a set of training data samples for which the cancer type is known. To determine the cancer type for a testing (or diagnostic) data sample, a regression analysis over the set of factor loading matrices yields statistical parameters that can be used to identify the cancer type.
    Type: Grant
    Filed: May 8, 2020
    Date of Patent: June 25, 2024
    Inventor: Zurab Kakushadze
  • Cancer diagnostic tool using cancer genomic signatures to determine cancer type
    Patent number: 10685738
    Abstract: Cancer types (e.g., organ/tissue of origin and/or cancer subtype for an organ/tissue) can be distinguished by applying statistical methods to data samples consisting of counts of somatic single nucleotide variations (SNVs) across a tumor genome of a patient. For example, a factor loading matrix for each cancer type to be distinguished can be computed using a set of training data samples for which the cancer type is known. To determine the cancer type for a testing (or diagnostic) data sample, a regression analysis over the set of factor loading matrices yields statistical parameters that can be used to identify the cancer type.
    Type: Grant
    Filed: September 19, 2017
    Date of Patent: June 16, 2020
    Assignee: Quantigic Genomics LLC
    Inventor: Zurab Kakushadze