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:
Nov. 03, 2026

Filed:

May. 29, 2024
Applicant:

Siemens Healthineers Ag, Forchheim, DE;

Inventors:

Mohammad Abdishektaei, Charlottesville, VA (US);

Sepehr Farhand, Malvern, PA (US);

Yoshihisa Shinagawa, Downingtown, PA (US);

Gerardo Hermosillo Valadez, West Chester, PA (US);

Matthias Wolf, Coatesville, PA (US);

Assignee:

Siemens Healthineer AG, Forchheim, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06V 10/60 (2022.01); G06V 10/44 (2022.01); G16H 30/20 (2018.01); G16H 30/40 (2018.01);
U.S. Cl.
CPC ...
G16H 30/40 (2018.01); G06V 10/44 (2022.01); G06V 10/60 (2022.01); G16H 30/20 (2018.01);
Abstract

A framework for generating natural language text describing a change between first medical imaging data and second medical imaging data is disclosed. Imaging data representative of the first medical imaging data and the second medical imaging data, or of a difference between the first medical imaging data and the second medical imaging data, is obtained. The imaging data is input into a first trained machine learning model to generate an image feature vector representative of the difference between the first medical imaging data and the second medical imaging data. Data representative of the image feature vector is input into a second trained machine learning model to generate the natural language text describing the change between the first medical imaging data and the second medical imaging data.


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Abdishektaei, Mohammad. (2026). Generating natural language text describing a change between sets of medical imaging data (U.S. Patent No. 12784895). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12784895

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