Patents by Inventor Zengming Shen

Zengming Shen 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).

  • Cross domain medical image segmentation
    Patent number: 11132792
    Abstract: Systems and method are described for medical image segmentation. A medical image of a patient in a first domain is received. The medical image comprises one or more anatomical structures. A synthesized image in a second domain is generated from the medical image of the patient in the first domain using a generator of a task driven generative adversarial network. The one or more anatomical structures are segmented from the synthesized image in the second domain using a dense image-to-image network of the task driven generative adversarial network. Results of the segmenting of the one or more anatomical structures from the synthesized image in the second domain represent a segmentation of the one or more anatomical structures in the medical image of the patient in the first domain.
    Type: Grant
    Filed: February 8, 2019
    Date of Patent: September 28, 2021
    Assignee: Siemens Healthcare GmbH
    Inventors: Yue Zhang, Shun Miao, Rui Liao, Tommaso Mansi, Zengming Shen
  • CROSS DOMAIN MEDICAL IMAGE SEGMENTATION
    Publication number: 20190259153
    Abstract: Systems and method are described for medical image segmentation. A medical image of a patient in a first domain is received. The medical image comprises one or more anatomical structures. A synthesized image in a second domain is generated from the medical image of the patient in the first domain using a generator of a task driven generative adversarial network. The one or more anatomical structures are segmented from the synthesized image in the second domain using a dense image-to-image network of the task driven generative adversarial network. Results of the segmenting of the one or more anatomical structures from the synthesized image in the second domain represent a segmentation of the one or more anatomical structures in the medical image of the patient in the first domain.
    Type: Application
    Filed: February 8, 2019
    Publication date: August 22, 2019
    Inventors: Yue Zhang, Shun Miao, Rui Liao, Tommaso Mansi, Zengming Shen