Patents by Inventor Hanibal BOHNENBERGER

Hanibal BOHNENBERGER 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).

  • Publication number: 20230342927
    Abstract: Various examples of the disclosure pertain to using whole-slide images that depict healthy tissue for a training process for at least one machine-learning algorithm for digital pathology. For instance, an autoencoder neural network can be trained based on the healthy tissue.
    Type: Application
    Filed: April 18, 2023
    Publication date: October 26, 2023
    Applicants: Siemens Healthcare GmbH, Georg-August-Universitaet Goettingen Stiftung oeffentlichen Rechts Universitaetsmadzin Goettingen
    Inventors: Andre AICHERT, Marvin TEICHMANN, Hanibal BOHNENBERGER, Birgi TAMERSOY
  • Publication number: 20230282011
    Abstract: A set of pre-annotated medical images is received, and the received set is processed by automatically: training an AI-based uncertainty model using the received set as training data; processing medical images of the received set by determining classified segments and/or uncertainty regions in the medical images using the trained AI-based uncertainty model; selecting at least a part of the processed medical images including classified segments and/or uncertainty regions based on the processing result; and presenting the selected part of processed medical images to a human expert. Furthermore, a modified received set including additional annotations created by the human expert is received.
    Type: Application
    Filed: February 27, 2023
    Publication date: September 7, 2023
    Applicants: Siemens Healthcare GmbH, Georg-August-Universitaet Goettingen Stiftung oeffentlichen Rechts Universitaetsmedizin Goettingen
    Inventors: Marvin TEICHMANN, Andre AICHERT, Hanibal BOHNENBERGER