Patents by Inventor Kanchan Ghimire

Kanchan Ghimire 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 automatic detection of anatomical sites from tomographic images
    Patent number: 11948389
    Abstract: The present disclosure relates to a method and apparatus for automatic detection of anatomical sites from tomographic images.
    Type: Grant
    Filed: March 11, 2022
    Date of Patent: April 2, 2024
    Inventors: Kanchan Ghimire, Quan Chen, Xue Feng
  • SYSTEMS AND METHODS FOR AUTOMATIC DETECTION OF ANATOMICAL SITES FROM TOMOGRAPHIC IMAGES
    Publication number: 20230316796
    Abstract: The present disclosure relates to a method and apparatus for automatic detection of anatomical sites from tomographic images.
    Type: Application
    Filed: March 11, 2022
    Publication date: October 5, 2023
    Inventors: Kanchan Ghimire, Quan Chen, Xue Feng
  • SYSTEMS AND METHODS FOR AUTOMATIC SEGMENTATION OF ORGANS FROM HEAD AND NECK TOMOGRAPHIC IMAGES
    Publication number: 20230154009
    Abstract: The present disclosure relates to a method and apparatus for automatic head and neck organ segmentation. The method includes: receiving 3D images obtained by a CT system or an MRI system; processing the 3D images to transform to patient coordinate system and have the same spatial resolution and matrix size; building a deep learning framework using CNN models for organ segmentation; doubling the size of training dataset by emulating uncollected training data with mirrored images and their corresponding labels; improving the performance by predicting on original and mirrored images and averaging the output probabilities; and post-processing the output from the deep learning framework to obtain final organ segmentation.
    Type: Application
    Filed: November 17, 2021
    Publication date: May 18, 2023
    Inventors: Xue Feng, Quan Chen, Kanchan Ghimire