Patents by Inventor Kareem Ayoub

Kareem Ayoub 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).

  • Patent number: 11347829
    Abstract: A system and method for calculating expected out of pocket health care costs for a user during a set period of time is presented. The system relies on statistical data about health services utilization in combination with data about the user to estimate the expected usage. The system utilizes machine learning techniques to predict utilization of healthcare services based on user health status data. This information in combination with expected costs to deliver the specific services expected to be used provides the basis for calculating costs.
    Type: Grant
    Filed: September 26, 2014
    Date of Patent: May 31, 2022
    Assignee: ClearHealthBill, LLC
    Inventors: Jennifer Sclar, Kareem Ayoub, Len Kunin, Kathryn Wollan, Kelly Northridge