Patents by Inventor Igor Nobrega

Igor Nobrega 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 providing active contraction properties of the myocardium using limited clinical metrics
    Patent number: 12322510
    Abstract: A deep learning model can be used for the identification of active contraction properties of the myocardium using limited clinical methods. A method for identifying the active contraction properties can include inputting a plurality of clinical metrics into a deep learning model. The method can further include inputting a representation of a cardiac cycle through a pressure volume-loop into the deep learning model. The deep learning model can include a first process layer with a first intermediate output and a second process layer that receives the first intermediate output as a first intermediate input. The method can further include outputting one or more contraction properties of the myocardium.
    Type: Grant
    Filed: February 27, 2023
    Date of Patent: June 3, 2025
    Assignee: UNIVERSITY OF SOUTH FLORIDA
    Inventors: Igor Nobrega, Wenbin Mao
  • SYSTEMS AND METHODS FOR PROVIDING ACTIVE CONTRACTION PROPERTIES OF THE MYOCARDIUM USING LIMITED CLINICAL METRICS
    Publication number: 20230274837
    Abstract: A deep learning model can be used for the identification of active contraction properties of the myocardium using limited clinical methods. A method for identifying the active contraction properties can include inputting a plurality of clinical metrics into a deep learning model. The method can further include inputting a representation of a cardiac cycle through a pressure volume-loop into the deep learning model. The deep learning model can include a first process layer with a first intermediate output and a second process layer that receives the first intermediate output as a first intermediate input. The method can further include outputting one or more contraction properties of the myocardium.
    Type: Application
    Filed: February 27, 2023
    Publication date: August 31, 2023
    Inventors: Igor Nobrega, Wenbin Mao