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:
Sep. 06, 2022

Filed:

Dec. 20, 2019
Applicant:

Varian Medical Systems 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 (2006.01); G06N 3/04 (2006.01); G06T 11/00 (2006.01);
U.S. Cl.
CPC ...
G06T 11/006 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01); G06T 2210/41 (2013.01);
Abstract

Example methods and systems for tomographic image reconstruction are provided. One example method may comprise: obtaining two-dimensional (2D) projection data and processing the 2D projection data using the AI engine that includes multiple first processing layers, an interposing back-projection module and multiple second processing layers. Example processing using the AI engine may involve: generating 2D feature data by processing the 2D projection data using the multiple first processing layers, reconstructing first three-dimensional (3D) feature volume data from the 2D feature data using the back-projection module; and generating second 3D feature volume data by processing the first 3D feature volume data using the multiple second processing layers.


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