Patents by Inventor Mark Heinz Michalski

Mark Heinz Michalski 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).

  • Computed tomography medical imaging stroke model
    Patent number: 11331056
    Abstract: Systems and techniques for generating and/or employing a computed tomography (CT) medical imaging stroke model are presented. In one example, a system employs a convolutional neural network to generate learned medical imaging stroke data regarding a brain anatomical region based on CT data associated with the brain anatomical region and diffusion-weighted imaging (DWI) data associated with one or more segmentation masks for the brain anatomical region. The system also detects presence or absence of a medical stroke condition in a CT image based on the learned medical imaging stroke data.
    Type: Grant
    Filed: September 30, 2019
    Date of Patent: May 17, 2022
    Assignees: GE PRECISION HEALTHCARE LLC, PARTNERS HEALTHCARE SYSTEM, INC., THE GENERAL HOSPITAL CORPORATION, THE BRIGHAM AND WOMEN'S HOSPITAL INC.
    Inventors: John Francis Kalafut, Bernardo Bizzo, Romane Gauriau, Michael Lev, Mark Heinz Michalski
  • COMPUTED TOMOGRAPHY MEDICAL IMAGING STROKE MODEL
    Publication number: 20210093258
    Abstract: Systems and techniques for generating and/or employing a computed tomography (CT) medical imaging stroke model are presented. In one example, a system employs a convolutional neural network to generate learned medical imaging stroke data regarding a brain anatomical region based on CT data associated with the brain anatomical region and diffusion-weighted imaging (DWI) data associated with one or more segmentation masks for the brain anatomical region. The system also detects presence or absence of a medical stroke condition in a CT image based on the learned medical imaging stroke data.
    Type: Application
    Filed: September 30, 2019
    Publication date: April 1, 2021
    Inventors: John Francis Kalafut, Bernardo Bizzo, Romane Gauriau, Michael Lev, Mark Heinz Michalski