Patents by Inventor Patrick Cole

Patrick Cole 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).

  • Comorbidity prediction from radiology images
    Patent number: 12424328
    Abstract: Methods are provided to predict, based on chest radiographs, whether a patient suffers from any comorbidities in one or more high-level comorbidity classes, e.g., high-level hierarchical condition categories. The chest radiograph is a low-cost, minimally-invasive source of visual information that is able to accurately predict whether a subject suffers from diabetes with chronic complications, morbid obesity, congestive heart failure, specified heart arrhythmias, vascular disease, or chronic obstructive pulmonary disease, among other high-level comorbidity classes. The predictive methods provided herein are also able to accurately predict overall measures of health-related complications, including the risk adjustment factor. These predictive methods can be used to focus review of medical records, improving the detection of disease. Outputs generated by these methods can also be used to predict the severity of disease and/or the extent of care provided to subjects with COVID-19 or related diseases.
    Type: Grant
    Filed: July 11, 2022
    Date of Patent: September 23, 2025
    Assignee: The Board of Trustees of the University of Illinois
    Inventors: Oluwasanmi Koyejo, Andrew Chen, Patrick Cole, Nasir Siddiqui, Ayis Pyrros
  • Comorbidity Prediction from Radiology Images
    Publication number: 20230016569
    Abstract: Methods are provided to predict, based on chest radiographs, whether a patient suffers from any comorbidities in one or more high-level comorbidity classes, e.g., high-level hierarchical condition categories. The chest radiograph is a low-cost, minimally-invasive source of visual information that is able to accurately predict whether a subject suffers from diabetes with chronic complications, morbid obesity, congestive heart failure, specified heart arrhythmias, vascular disease, or chronic obstructive pulmonary disease, among other high-level comorbidity classes. The predictive methods provided herein are also able to accurately predict overall measures of health-related complications, including the risk adjustment factor. These predictive methods can be used to focus review of medical records, improving the detection of disease. Outputs generated by these methods can also be used to predict the severity of disease and/or the extent of care provided to subjects with COVID-19 or related diseases.
    Type: Application
    Filed: July 11, 2022
    Publication date: January 19, 2023
    Applicants: The Board of Trustees of the University of Illinois, DuPage Medical Group
    Inventors: Oluwasanmi Koyejo, Andrew Chen, Patrick Cole, Nasir Siddiqui, Ayis Pyrros
  • SYSTEM AND METHOD OF ADMINISTERING, TRACKING AND MANAGING OF CLAIMS PROCESSING
    Publication number: 20120029946
    Abstract: A system and method of administering, tracking and managing of claims processing.
    Type: Application
    Filed: May 27, 2011
    Publication date: February 2, 2012
    Inventors: Anthony Aquila, Edward L. Schrenk, Patrick Cole, Thomas Lyons, David Griffin, Mike Marsh, Christian Hassold, Frederick C. Fisher, Carlos Portal
  • System and method of administering, tracking and managing of claims processing
    Patent number: 7953615
    Abstract: A system and method of administering, tracking and managing of claims processing.
    Type: Grant
    Filed: April 3, 2001
    Date of Patent: May 31, 2011
    Assignee: Mitchell International, Inc.
    Inventors: Anthony Aquila, Edward L Schrenk, Patrick Cole, Thomas Lyons, David Griffin, Mike Marsh, Hassold Christian, Frederick C Fisher, Carlos Portal
  • System and method of administering, tracking and managing of claims processing
    Publication number: 20020035488
    Abstract: A system and method of administering, tracking and managing of claims processing.
    Type: Application
    Filed: April 3, 2001
    Publication date: March 21, 2002
    Inventors: Anthony Aquila, Edward L. Schrenk, Patrick Cole, Thomas Lyons, David Griffin, Mike Marsh, Christian Hassold, Frederick C. Fisher, Carlos Portal