Patents by Inventor Prashant Kumar VATS

Prashant Kumar VATS 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 predictive analyses with machine learning systems
    Patent number: 12731665
    Abstract: A method includes receiving, by one or more processors, a dataset including transition data and factor data. The method includes generating a feature for a machine learning model based on the transition data, generating, via input of at least the feature into the machine learning model, one or more data objects indicative of a transition prediction for a transition from the first stage to the second stage, the machine learning model having been trained: with data sources including training factor data having information other than a chemical constituent of blood, and to output information associated with a transition prediction. The method further includes initiating performance of one or more remedial or analytical actions in response to generating the one or more data objects indicative of the transition prediction.
    Type: Grant
    Filed: February 20, 2024
    Date of Patent: September 8, 2026
    Assignee: Optum, Inc.
    Inventors: Prashant Kumar Vats, Rakshit Varma
  • SYSTEMS AND METHODS FOR PREDICTIVE ANALYSES WITH MACHINE LEARNING SYSTEMS
    Publication number: 20250266140
    Abstract: A method includes receiving, by one or more processors, a dataset including transition data and factor data. The method includes generating a feature for a machine learning model based on the transition data, generating, via input of at least the feature into the machine learning model, one or more data objects indicative of a transition prediction for a transition from the first stage to the second stage, the machine learning model having been trained: with data sources including training factor data having information other than a chemical constituent of blood, and to output information associated with a transition prediction. The method further includes initiating performance of one or more remedial or analytical actions in response to generating the one or more data objects indicative of the transition prediction.
    Type: Application
    Filed: February 20, 2024
    Publication date: August 21, 2025
    Inventors: Prashant Kumar VATS, Rakshit VARMA