Patents by Inventor Daniel UVAYDOV

Daniel UVAYDOV 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: 11969266
    Abstract: A deep learning medical device implantable in a body is provided. The device includes a processing and communication unit and a sensing and actuation unit. The processing and communication unit includes a deep learning module including a neural network trained to process the input samples, received from the sensing and actuation unit, through a plurality of layers to classify physiological parameters and provide classification results. A communication interface in communication with the deep learning module receives the classification results for ultrasonic transmission through biological tissue. Methods of sensing and classifying physiological parameters of a body and methods of embedding deep learning into an implantable medical device are also provided.
    Type: Grant
    Filed: February 16, 2021
    Date of Patent: April 30, 2024
    Assignee: Northeastern University
    Inventors: Daniel Uvaydov, Raffaele Guida, Francesco Restuccia, Tommaso Melodia
  • Publication number: 20210259639
    Abstract: A deep learning medical device implantable in a body is provided. The device includes a processing and communication unit and a sensing and actuation unit. The processing and communication unit includes a deep learning module including a neural network trained to process the input samples, received from the sensing and actuation unit, through a plurality of layers to classify physiological parameters and provide classification results. A communication interface in communication with the deep learning module receives the classification results for ultrasonic transmission through biological tissue. Methods of sensing and classifying physiological parameters of a body and methods of embedding deep learning into an implantable medical device are also provided.
    Type: Application
    Filed: February 16, 2021
    Publication date: August 26, 2021
    Inventors: Daniel UVAYDOV, Raffaele GUIDA, Francesco RESTUCCIA, Tommaso MELODIA