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:
May. 13, 2025

Filed:

Jul. 22, 2021
Applicant:

Siemens Healthcare Gmbh, Erlangen, DE;

Inventors:

Alexander Muehlberg, Nuremberg, DE;

Oliver Taubmann, Weilersbach, DE;

Alexander Katzmann, Fuerth, DE;

Felix Denzinger, Nuremberg, DE;

Felix Lades, Erlangen, DE;

Rainer Kaergel, Stegaurach, DE;

Felix Durlak, Langenzenn, DE;

Michael Suehling, Erlangen, DE;

Assignee:

Siemens Healthineers AG, Forchheim, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 18/21 (2023.01); G06F 18/214 (2023.01); G06F 18/24 (2023.01); G06N 3/045 (2023.01); G06V 10/25 (2022.01); G16H 30/40 (2018.01);
U.S. Cl.
CPC ...
G06F 18/217 (2023.01); G06F 18/214 (2023.01); G06F 18/24765 (2023.01); G06N 3/045 (2023.01); G06V 10/25 (2022.01); G16H 30/40 (2018.01); G06V 2201/03 (2022.01);
Abstract

A computer-implemented method and system are for parametrizing a function including a processing algorithm and a representation generator, the representation generator being designed to generate at least one representation. In an embodiment, the method includes using an optimization algorithm to determine the processing algorithm and the at least one representation parametrization. The optimization algorithm optimizes a measure for the performance of the processing algorithm when operating on a set of training representations generated by applying the representation generator to training medical image datasets, by varying on the one hand the content of the at least one representation parametrization and/or the number of used representation parametrizations and on the other hand the processing algorithm and the algorithm parameters.


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