Patents by Inventor Alyssa Vanderbeek

Alyssa Vanderbeek 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 Estimating Treatment Effects in Randomized Trials Using Covariate Adjusted Stratification and Pseudovalue Regression
    Publication number: 20220415454
    Abstract: Systems and methods for estimating treatment effects in randomized controlled trials using covariate adjusted stratification and pseudovalue regression in accordance with embodiments of the invention are illustrated. One embodiment includes a method for estimating treatment effects in randomized controlled trials, where the method includes receiving external data of previous randomized clinical trials. The method further includes generating sets of one or more subject characteristics of a plurality of trial subjects, estimating binary outcomes of trial subjects using a stratification process, and estimating time-to-event (TTE) treatment effects of trial subjects using pseudovalue regression.
    Type: Application
    Filed: June 24, 2022
    Publication date: December 29, 2022
    Applicant: Unlearn.AI, Inc.
    Inventors: Alejandro Schuler da Costa Ferro, David Putnam Miller, Yunfan Li, Alyssa Vanderbeek