Patents by Inventor Rakesh Shevde

Rakesh Shevde 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).

  • Machine learning based method and system for analyzing image artifacts and imaging system failure
    Patent number: 10796181
    Abstract: Methods and systems for addressing malfunction of a medical imaging device are disclosed. The method includes classifying a type of an image artifact in a medical image acquired by the medical imaging device by using a trained machine learning model. The method also includes analyzing system data associated with acquisition of the medical image to identify one or more system parameters that might have contributed to the type of image artifact and providing an action for addressing the image artifact based on the identified one or more system parameters.
    Type: Grant
    Filed: September 18, 2018
    Date of Patent: October 6, 2020
    Assignee: GE PRECISION HEALTHCARE LLC
    Inventors: Kavitha Manickam, Ramesh Venkatesan, Rakesh Shevde, Rajagopalan Sundaresan, Prakruthi Jakathe, Vignesh Singh, Krishnan Varadarajan
  • MACHINE LEARNING BASED METHOD AND SYSTEM FOR ANALYZING IMAGE ARTIFACTS AND IMAGING SYSTEM FAILURE
    Publication number: 20200089983
    Abstract: Methods and systems for addressing malfunction of a medical imaging device are disclosed. The method includes classifying a type of an image artifact in a medical image acquired by the medical imaging device by using a trained machine learning model. The method also includes analyzing system data associated with acquisition of the medical image to identify one or more system parameters that might have contributed to the type of image artifact and providing an action for addressing the image artifact based on the identified one or more system parameters.
    Type: Application
    Filed: September 18, 2018
    Publication date: March 19, 2020
    Inventors: Kavitha Manickam, Ramesh Venkatesan, Rakesh Shevde, Rajagopalan Sundaresan, Prakruthi Jakathe, Vignesh Singh, Krishnan Varadarajan