Patents by Inventor David Alexander Dickie

David Alexander Dickie 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).

  • Machine learning techniques for MRI processing using regional scoring of non-parametric voxel integrity rankings
    Patent number: 12150789
    Abstract: Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing predictive recommendations using an MRI acquisition set associated with a common target object. Certain embodiments of the present invention utilize systems, methods, and computer program products that perform predictive recommendations based at least in part on an MRI set and utilizing one or more of techniques using image preprocessing models, techniques using image segmentation models, techniques using voxel integrity score generation machine learning models, and techniques using integrity score normalization models.
    Type: Grant
    Filed: June 3, 2022
    Date of Patent: November 26, 2024
    Assignee: Optum, Inc.
    Inventor: David Alexander Dickie
  • MACHINE LEARNING TECHNIQUES FOR MRI PROCESSING USING REGIONAL SCORING OF NON-PARAMETRIC VOXEL INTEGRITY RANKINGS
    Publication number: 20230389879
    Abstract: Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing predictive recommendations using an MRI acquisition set associated with a common target object. Certain embodiments of the present invention utilize systems, methods, and computer program products that perform predictive recommendations based at least in part on an MRI set and utilizing one or more of techniques using image preprocessing models, techniques using image segmentation models, techniques using voxel integrity score generation machine learning models, and techniques using integrity score normalization models.
    Type: Application
    Filed: June 3, 2022
    Publication date: December 7, 2023
    Inventor: David Alexander Dickie