The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Oct. 17, 2023

Filed:

Mar. 17, 2021
Applicant:

Siemens Healthcare Gmbh, Erlangen, DE;

Inventors:

Christian Huemmer, Lichtenfels, DE;

Ramyar Biniazan, Nuremberg, DE;

Andreas Fieselmann, Erlangen, DE;

Steffen Kappler, Effeltrich, DE;

Assignee:

Siemens Healthcare GmbH, Erlangen, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 5/00 (2006.01); G06N 20/00 (2019.01); G06N 3/04 (2023.01); G06V 10/50 (2022.01); G06V 30/24 (2022.01); G06T 3/40 (2006.01); G06T 5/40 (2006.01); G06T 7/00 (2017.01);
U.S. Cl.
CPC ...
G06T 5/007 (2013.01); G06N 3/04 (2013.01); G06N 20/00 (2019.01); G06T 3/4084 (2013.01); G06T 5/009 (2013.01); G06T 5/40 (2013.01); G06T 7/0012 (2013.01); G06V 10/50 (2022.01); G06V 30/2504 (2022.01);
Abstract

A computer program, a system and a method for normalizing medical images from a type of image acquisition device using a machine learning unit are disclosed. An embodiment of the method includes receiving a set of image data with images; decomposing each of the images of the set of images into components by incorporating at least information from different settings of the image acquisition device-specific image processing algorithms; and normalizing each of the components via a machine learning unit by processing at least information from the different settings of the image acquisition device-specific processing algorithms to provide a set of normalized images with a relatively decreased variability score.


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