Patents by Inventor Destiny L. Babjack

Destiny L. Babjack 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 automated digital image content extraction and analysis
    Patent number: 11869189
    Abstract: Systems and methods are configured to extract images from provided source data files and to preprocess such images for content-based image analysis. An image analysis system applies one or more machine-learning based models for identifying specific features within analyzed images, and for determining one or more measurements based at least in part on the identified features. Such measurements may be embodied as absolute measurements for determining an absolute distance between features, or relative measurements for determining a relative relationship between features. The determined measurements are input into one or more machine-learning based models for determining a classification for the image.
    Type: Grant
    Filed: March 4, 2021
    Date of Patent: January 9, 2024
    Assignee: UnitedHealth Group Incorporated
    Inventors: Russell H. Amundson, Saurabh Bhargava, Rama Krishna Singh, Ravi Pande, Vishwakant Gupta, Destiny L. Babjack, Gaurav Mantri, Abhinav Agrawal, Sapeksh Suman
  • SYSTEMS AND METHODS FOR AUTOMATED DIGITAL IMAGE CONTENT EXTRACTION AND ANALYSIS
    Publication number: 20210295504
    Abstract: Systems and methods are configured to extract images from provided source data files and to preprocess such images for content-based image analysis. An image analysis system applies one or more machine-learning based models for identifying specific features within analyzed images, and for determining one or more measurements based at least in part on the identified features. Such measurements may be embodied as absolute measurements for determining an absolute distance between features, or relative measurements for determining a relative relationship between features. The determined measurements are input into one or more machine-learning based models for determining a classification for the image.
    Type: Application
    Filed: March 4, 2021
    Publication date: September 23, 2021
    Inventors: Russell H. Amundson, Saurabh Bhargava, Rama Krishna Singh, Ravi Pande, Vishwakant Gupta, Destiny L. Babjack, Gaurav Mantri, Abhinav Agrawal, Sapeksh Suman
  • SYSTEMS AND METHODS FOR AUTOMATED DIGITAL IMAGE CONTENT EXTRACTION AND ANALYSIS
    Publication number: 20210295503
    Abstract: Systems and methods are configured to extract images from provided source data files and to preprocess such images for content-based image analysis. An image analysis system applies one or more machine-learning based models for identifying specific features within analyzed images, and for determining one or more measurements based at least in part on the identified features. Such measurements may be embodied as absolute measurements for determining an absolute distance between features, or relative measurements for determining a relative relationship between features. The determined measurements are input into one or more machine-learning based models for determining a classification for the image.
    Type: Application
    Filed: March 4, 2021
    Publication date: September 23, 2021
    Inventors: Russell H. Amundson, Saurabh Bhargava, Rama Krishna Singh, Ravi Pande, Vishwakant Gupta, Destiny L. Babjack, Gaurav Mantri, Abhinav Agrawal, Sapeksh Suman