Patents by Inventor Kenneth K. LEIDAL

Kenneth K. LEIDAL 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 CLASSIFYING BIOMEDICAL IMAGE DATA USING A GRAPH NEURAL NETWORK
    Publication number: 20220245802
    Abstract: Techniques for classifying biomedical image data using a graph neural network are disclosed. In one particular embodiment, the techniques may be realized as a method for classifying biomedical image data comprising generating an annotated representation of biomedical image data; identifying a plurality of pixel clusters based on the biomedical image data; constructing a graph based on the plurality of pixel clusters; determining at least one biomedical feature for at least one node of the graph based on the annotated representation of the biomedical image data; and processing a graph neural network to classify the biomedical image data based on the at least one biomedical feature.
    Type: Application
    Filed: February 1, 2022
    Publication date: August 4, 2022
    Applicant: PathAI, Inc.
    Inventors: Jason Ku WANG, Maryam POURYAHYA, Kenneth K. LEIDAL, Oscar M. CARRASCO-ZEVALLOS, Ilan WAPINSKI, Amaro TAYLOR-WEINER