Patents by Inventor Monami Banerjee

Monami Banerjee 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).

  • Machine learning-based segmentation for cardiac medical imaging
    Patent number: 10595727
    Abstract: For heart segmentation in magnetic resonance or other medical imaging, deep learning trains a neural network. The neural network, such as U-net, includes at least one long-short-term memory (LSTM), such as a convolutional LSTM. The LSTM incorporates the temporal characteristics with the spatial to improve accuracy of the segmentation by the machine-learnt network.
    Type: Grant
    Filed: January 25, 2018
    Date of Patent: March 24, 2020
    Assignee: Siemens Healthcare GmbH
    Inventors: Xiaoguang Lu, Monami Banerjee
  • Machine Learning-based Segmentation for Cardiac Medical Imaging
    Publication number: 20190223725
    Abstract: For heart segmentation in magnetic resonance or other medical imaging, deep learning trains a neural network. The neural network, such as U-net, includes at least one long-short-term memory (LSTM), such as a convolutional LSTM. The LSTM incorporates the temporal characteristics with the spatial to improve accuracy of the segmentation by the machine-learnt network.
    Type: Application
    Filed: January 25, 2018
    Publication date: July 25, 2019
    Inventors: Xiaoguang Lu, Monami Banerjee