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:
Feb. 10, 2026

Filed:

Apr. 20, 2022
Applicant:

Bayer Aktiengesellschaft, Leverkusen, DE;

Inventors:

Steffen Vogler, Berlin, DE;

Johannes Hoehne, Oranienburg, DE;

Matthias Lenga, Leverkusen, DE;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G16H 15/00 (2018.01); G06V 10/774 (2022.01); G06V 10/776 (2022.01); G06V 10/80 (2022.01); G16H 10/60 (2018.01);
U.S. Cl.
CPC ...
G16H 15/00 (2018.01); G06V 10/774 (2022.01); G06V 10/776 (2022.01); G06V 10/803 (2022.01); G16H 10/60 (2018.01); G06V 2201/03 (2022.01);
Abstract

A method for training a machine learning model that is able to establish links between data of different modalities by creating a joint representation. In particular, application of the method to medical data including electronic medical records and medical images and/or other medical data. The trained machine learning model can among others fulfil tasks such as autocompletion of incomplete data, detection of uncertain and/or spurious data, generation of probable data and other tasks.


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Vogler, Steffen. (2026). Method and apparatus for processing of multi-modal data (U.S. Patent No. 12548647). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12548647

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