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:
Oct. 03, 2023

Filed:

Apr. 14, 2022
Applicant:

Siemens Healthineers International Ag, Palo Alto, CA (US);

Inventors:

Pascal Paysan, Basel, CH;

Benjamin M Haas, Roggwil, CH;

Janne Nord, Espoo, FI;

Sami Petri Perttu, Helsinki, FI;

Dieter Seghers, Zurich, CH;

Joakim Pyyry, Helsinki, FI;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06T 11/00 (2006.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06T 11/006 (2013.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); G06T 11/005 (2013.01); G06T 2210/41 (2013.01);
Abstract

Example methods and systems for tomographic data analysis are provided. One example method may comprise: obtaining first three-dimensional (3D) feature volume data and processing the first 3D feature volume data using an AI engine that includes multiple first processing layers, an interposing forward-projection module and multiple second processing layers. Example processing using the AI engine may involve: generating second 3D feature volume data by processing the first 3D feature volume data using the multiple first processing layers, transforming the second 3D volume data into 2D feature data using the forward-projection module and generating analysis output data by processing the 2D feature data using the multiple second processing layers.


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