Patents by Inventor Aliya MCCULLOUGH

Aliya MCCULLOUGH 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: 20230376860
    Abstract: Techniques for predictive disease identification using simulations improved via machine learning. A method includes applying at least one machine learning model to features extracted from data including animal characteristics data of an animal, wherein outputs of the at least one machine learning model include a plurality of disease predictor values, wherein each disease predictor value corresponds to a respective disease type of a plurality of disease types, wherein each disease type of the plurality of disease types corresponds to a predetermined group of diseases; generating disease contraction statistics based on the outputs of the at least one machine learning model; and determining, based on the disease contraction statistics, at least one disease prediction for the animal.
    Type: Application
    Filed: July 31, 2023
    Publication date: November 23, 2023
    Applicant: Fetch, Inc.
    Inventors: Audrey RUPLE, Johannes Paul WOWRA, John K. GIANNUZZI, Danna RABIN, Christian DEBES, Akash GUPTA, Karen LEEVER, Aliya MCCULLOUGH, Samantha MCKINNON
  • Publication number: 20230274196
    Abstract: A system and method for predictive disease identification via simulations improved using machine learning. A method includes applying a plurality of machine learning models including a plurality of first machine learning models and a second machine learning model to features extracted from data including animal characteristics data of at least one animal, wherein the second machine learning model is a combiner model, wherein outputs of the plurality of machine learning models include a plurality of disease predictor values, wherein each disease predictor value corresponds to a respective disease type of a plurality of disease types; running a plurality of disease contraction simulations based on the plurality of disease predictor values; and generating at least one display element based on results of the plurality of disease contraction simulations.
    Type: Application
    Filed: May 3, 2023
    Publication date: August 31, 2023
    Applicant: Fetch, Inc.
    Inventors: Audrey RUPLE, Johannes Paul WOWRA, John K. GIANNUZZI, Danna RABIN, Christian DEBES, Akash GUPTA, Karen LEEVER, Aliya MCCULLOUGH, Samantha MCKINNON