Patents by Inventor Kyle Edward Savidge

Kyle Edward Savidge 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).

  • Deep Learning Based Approach For OCT Image Quality Assurance
    Publication number: 20230018499
    Abstract: Aspects of the disclosure relate to systems, methods, and algorithms to train a machine learning model or neural network to classify OCT images. The neural network or machine learning model can receive annotated OCT images indicating which portions of the OCT image are blocked and which are clear as well as a classification of the OCT image as clear or blocked. After training, the neural network can be used to classify one or more new OCT images. A user interface can be provided to output the results of the classification and summarize the analysis of the one or more OCT images.
    Type: Application
    Filed: July 12, 2022
    Publication date: January 19, 2023
    Applicant: LightLab Imaging, Inc.
    Inventors: Justin Akira Blaber, Ajay Gopinath, Humphrey Chen, Kyle Edward Savidge, Angela Zhang, Gregory Patrick Amis