Patents by Inventor Gargi Datta

Gargi Datta 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).

  • Publication number: 20220349904
    Abstract: Biomarkers, methods, devices, reagents, systems, and kits used to assess an individual for the prediction of risk of developing a primary or secondary Cardiovascular (CV) event over a 4 year period are provided.
    Type: Application
    Filed: September 2, 2020
    Publication date: November 3, 2022
    Applicant: SomaLogic Operating Co., Inc.
    Inventors: Michael Hinterberg, Gargi Datta
  • Publication number: 20220015714
    Abstract: A method for downsampling class-imbalanced sets with survival analysis comprising: acquiring a class-imbalanced data set, wherein the class-imbalanced data set comprises biological data from a plurality of subjects, wherein the biological data of each subject includes an observation, a time value, and a plurality of clinical measurements, and wherein the biological data is categorized as being part of a majority data class or a minority data class, wherein the majority data class has a greater number of observations than the minority data class; downsampling the class-imbalanced data set, wherein the downsampling results in the majority data class having an equivalent or substantially equivalent number of observations as the minority data class; and performing cross-validation on the downsampled data set with a survival analysis to generate a survival model, wherein the observation comprises an event or no event at a specific time value.
    Type: Application
    Filed: November 21, 2019
    Publication date: January 20, 2022
    Applicant: SOMALOGIC, INC.
    Inventors: Yolanda Hagar, Gargi Datta, Leigh E. Alexander, Michael A. Hinterberg