Patents by Inventor Aditya Nair

Aditya Nair 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).

  • SEMI-SUPERVISED FUNDUS IMAGE QUALITY ASSESSMENT METHOD USING IR TRACKING
    Publication number: 20240127446
    Abstract: System/Method/Device for labelling images in an automated manner to satisfy a performance of a different algorithm and then applying active learning to learn a deep learning model which would enable ‘real-time’ operation of quality assessment and with high accuracy.
    Type: Application
    Filed: February 25, 2022
    Publication date: April 18, 2024
    Applicants: Carl Zeiss Meditec, Inc., Carl Zeiss Meditec AG
    Inventors: Homayoun Bagherinia, Aditya Nair, Niranchana Manivannan, Mary Durbin, Lars Omlor, Gary Lee
  • METHOD AND SYSTEM FOR AN END-TO-END DEEP LEARNING BASED OPTICAL COHERENCE TOMOGRAPHY (OCT) MULTI RETINAL LAYER SEGMENTATION
    Publication number: 20230196572
    Abstract: A System/Method/Device for automatic retinal layer segmentation from optical coherence tomography (OCT) implementing a deep learning machine model defined by any of multiple neural networks. The neural networks may use the feature of “attention”, and more specifically self-attention, such as by using transformers, to reduce the size of the OCT data and make the process more efficient. Additionally, new methods of data augmentation suitable for OCT data are presented.
    Type: Application
    Filed: December 21, 2022
    Publication date: June 22, 2023
    Applicant: Carl Zeiss Meditec, Inc.
    Inventors: Aditya Nair, Rogerio Guimaraes, Homayoun Bagherinia, Ali Salehi