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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.

Patent No.:

US 12361542 B1

PDFFull Text
Date of Patent:
Jul. 15, 2025

Filed:

Mar. 03, 2022

Systems and methods for deep orthogonal fusion for multimodal prognostic biomarker discovery

Applicant:

Tempus Ai, Inc., Chicago, IL (US);

Inventors:

Nathaniel Braman, Cleveland, OH (US);

Jagadish Venkataraman, Menlo Park, CA (US);

Emery T. Goossens, Midvale, UT (US);

Assignee:

TEMPUS AI, INC., Chicago, IL (US);

Attorney:

MARSHALL, GERSTEIN & BORUN LLP

Primary Examiner:

Sumati Lefkowitz

Assistant Examiner:

Michael Adam Shariff

Int. Cl.
CPC ...
G16H 30/20 (2018.01); G06N 3/045 (2023.01); G06T 7/00 (2017.01);
U.S. Cl.
CPC ...
G06T 7/0012 (2013.01); G06N 3/045 (2023.01); G16H 30/20 (2018.01); G06T 2207/10116 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30024 (2013.01); G06T 2207/30096 (2013.01);
Abstract

A system and method are provided for identifying a multimodal biomarker of a prognostic prediction, using a deep learning framework trained to analyze different modality data, including radiomic image data, pathology image data, and molecular image data to obtain unimodal embedding predictions from those modality data and generate multimodal embedding predictions, through application of a loss minimization and attention-based fusion processes.

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Braman, Nathaniel. (2025). Systems and methods for deep orthogonal fusion for multimodal prognostic biomarker discovery (U.S. Patent No. 12361542). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12361542

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