Patents by Inventor Nicolas Von Roden

Nicolas Von Roden 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).

  • Localization and classification of abnormalities in medical images
    Patent number: 11403750
    Abstract: Systems and methods are provided for classifying an abnormality in a medical image. An input medical image depicting a lesion is received. The lesion is localized in the input medical image using a trained localization network to generate a localization map. The lesion is classified based on the input medical image and the localization map using a trained classification network. The classification of the lesion is output. The trained localization network and the trained classification network are jointly trained.
    Type: Grant
    Filed: June 13, 2019
    Date of Patent: August 2, 2022
    Assignee: Siemens Healthcare GmbH
    Inventors: Ali Kamen, Ahmet Tuysuzoglu, Bin Lou, Bibo Shi, Nicolas Von Roden, Kareem Abdelrahman, Berthold Kiefer, Robert Grimm, Heinrich von Busch, Mamadou Diallo, Tongbai Meng, Dorin Comaniciu, David Jean Winkel, Xin Yu
  • LOCALIZATION AND CLASSIFICATION OF ABNORMALITIES IN MEDICAL IMAGES
    Publication number: 20210248736
    Abstract: Systems and methods are provided for classifying an abnormality in a medical image. An input medical image depicting a lesion is received. The lesion is localized in the input medical image using a trained localization network to generate a localization map. The lesion is classified based on the input medical image and the localization map using a trained classification network. The classification of the lesion is output. The trained localization network and the trained classification network are jointly trained.
    Type: Application
    Filed: June 13, 2019
    Publication date: August 12, 2021
    Inventors: Ali Kamen, Ahmet Tuysuzoglu, Bin Lou, Bibo Shi, Nicolas Von Roden, Kareem Abdelrahman, Berthold Kiefer, Robert Grimm, Heinrich von Busch, Mamadou Diallo, Tongbai Meng, Dorin Comaniciu, David Jean Winkel, Xin Yu