Patents by Inventor Rahul C. Deo

Rahul C. Deo 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).

  • Automated cardiac function assessment by echocardiography
    Patent number: 11950961
    Abstract: A computer vision pipeline is provided for fully automated interpretation of cardiac function, using a combination of machine learning strategies to enable building a scalable analysis pipeline for echocardiogram interpretation. Videos from patients with heart failure can be analyzed and processed as follows: 1) preprocessing of echo studies; 2) convolutional neural networks (CNN) processing for view identification; 3) segmentation of chambers and delineation of cardiac boundaries using CNNs; 4); particle tracking to compute longitudinal strain; and 5) targeted disease detection.
    Type: Grant
    Filed: March 14, 2019
    Date of Patent: April 9, 2024
    Assignee: The Regents of the University of California
    Inventors: Rahul C. Deo, Jeffrey Zhang
  • AUTOMATED CARDIAC FUNCTION ASSESSMENT BY ECHOCARDIOGRAPHY
    Publication number: 20210000449
    Abstract: A computer vision pipeline is provided for fully automated interpretation of cardiac function, using a combination of machine learning strategies to enable building a scalable analysis pipeline for echocardiogram interpretation. Videos from patients with heart failure can be analyzed and processed as follows: 1) preprocessing of echo studies; 2) convolutional neural networks (CNN) processing for view identification; 3) segmentation of chambers and delineation of cardiac boundaries using CNNs; 4); particle tracking to compute longitudinal strain; and 5) targeted disease detection.
    Type: Application
    Filed: March 14, 2019
    Publication date: January 7, 2021
    Applicant: The Regents of the University of California
    Inventors: Rahul C. Deo, Jeffrey Zhang