Patents by Inventor Gert Sluiter

Gert Sluiter 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).

  • Domain Aware Medical Image Classifier Interpretation by Counterfactual Impact Analysis
    Publication number: 20230177683
    Abstract: A neural network, trained for the task of deriving the attribution of image regions that significantly influence classification in a tool for pathology classification, comprising (i) a contracting branch, (ii) an attenuation module, (iii) an interconnected upsampling branch, and (iv) a final mapping module.
    Type: Application
    Filed: June 2, 2021
    Publication date: June 8, 2023
    Applicants: AGFA Healthcare NV, VRVIS Zentrum für Virtual Reality und Visualisierung Forschungs-GmbH
    Inventors: Dimitrios Lenis, David Major, Maria Wimmer, Gert Sluiter, Astrid Berg, Katja Buehler
  • Method for Finding Image Regions that Significantly Influence Classification in a Tool for Pathology Classification in a Medical Image
    Publication number: 20230144724
    Abstract: A method for finding image regions that significantly influence classification in a tool for pathology classification in a medical image wherein image regions that influence classification are inpainted, by replacing the pixels in these regions by representations of heathy tissue, resulting in an image with a healthy classification-score in the classification tool.
    Type: Application
    Filed: March 30, 2021
    Publication date: May 11, 2023
    Applicants: AGFA Healthcare NV, VRVIS Zentrum für Virtual Reality und Visualisierung Forschungs-GmbH
    Inventors: David Major, Dimitrios Lenis, Maria Wimmer, Gert Sluiter, Astrid Berg, Katja Buehler