Bereitstellung einer Klassifikationserklärung und einer Generativen Funktion

Details

Veröffentlichungs-Nr.

EP3975037

Aktenzeichen

EP20198775

Anmeldetag

28. September 2020

Veröffentlichung

5. März 2025

Erteilung

5. März 2025

Rechtsraum

EP

IPC

G06V10/764G06V20/64

Abstract

The invention relates to a method for providing a classification explanation, comprising receiving an acquired medical image corresponding to an examination volume; receiving or determining an actual classification value, in particular by applying a classification function to the acquired medical image to generate the actual classification value , wherein the actual classification value classifies an anatomical structure within the acquired medical image; receiving or determining a first classification value being different from the actual classification value, wherein the first classification value is a potential classification value of the anatomical structure within the acquired medical image; applying a first generative function to the acquired medical image, thereby generating a first synthetic image, wherein the first generative function is based on the first classification value, wherein the first generative function is configured to modify the anatomical structure to exhibit the first classification value; providing a visualization based on the acquired medical image and the first synthetic image.The invention furthermore relates to systems and computer programs for providing a classification explanation. Furthermore, the invention relates to methods, systems and computer programs for providing generative functions usable for providing a classification explanation.

Anmelder

Firmen

Siemens Healthineers AG
Siemens Healthcare GmbH

Land

🇩🇪 Deutschland

Fachgebiete