Patents by Inventor Yingran MA

Yingran MA 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).

  • CT lymph node detection system based on spatial-temporal recurrent attention mechanism
    Patent number: 11158048
    Abstract: The present disclosure discloses a CT lymph node detection system based on a spatial-temporal recurrent attention mechanism and specifically relates to the field of medical image analysis technologies. Based on a deep convolutional neural network and a recurrent attention mechanism, the present disclosure can construct an attention feature map adaptive to a lesion size in a slice direction and a spatial direction of a lymph node CT sequence.
    Type: Grant
    Filed: October 21, 2019
    Date of Patent: October 26, 2021
    Assignee: SHANDONG UNIVERSITY OF SCIENCE AND TECHNOLOGY
    Inventors: Haixin Peng, Yingran Ma, Yuanhong Wang, Yanjun Peng, Xinming Lu
  • CT LYMPH NODE DETECTION SYSTEM BASED ON SPATIAL-TEMPORAL RECURRENT ATTENTION MECHANISM
    Publication number: 20200410671
    Abstract: The present disclosure discloses a CT lymph node detection system based on a spatial-temporal recurrent attention mechanism and specifically relates to the field of medical image analysis technologies. Based on a deep convolutional neural network and a recurrent attention mechanism, the present disclosure can construct an attention feature map adaptive to a lesion size in a slice direction and a spatial direction of a lymph node CT sequence.
    Type: Application
    Filed: October 21, 2019
    Publication date: December 31, 2020
    Inventors: Haixin PENG, Yingran MA, Yuanhong WANG, Yanjun PENG, Xinming LU