Patents by Inventor Ozanan R. Meireles

Ozanan R. Meireles 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).

  • Publication number: 20240112809
    Abstract: Systems and methods are provided for generating a statistical parameter representing a state of a surgical procedure from sensor data. Sensor data representing a time period. is received from a sensor. Numerical features representing the time period are generated from the sensor data. Each of a plurality of long short term memory units are updated according to the plurality of numerical features via a message passing process. The long short term memory units are connected to form a graph, with a first set of the long short term memory units representing a plurality of nodes of the graph and a second set of the long short term memory units representing a plurality of hyperedges of the graph. A statistical parameter representing a state of the surgical procedure for the time period is derived from an output of one of the long short term memory units and provided to a user.
    Type: Application
    Filed: March 28, 2022
    Publication date: April 4, 2024
    Inventors: Ozanan R. Meireles, Yutong Ban, Daniel A. Hashimoto, Guy Rosman, Thomas Ward, Daniela Rus