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:
Apr. 30, 2024

Filed:

Jul. 07, 2023
Applicant:

Siemens Healthineers Ag, Forchheim, DE;

Inventors:

Yao-Jen Chang, Princeton, NJ (US);

Jiangping Wang, Carteret, NJ (US);

Vivek Singh, Princeton, NJ (US);

Ruhan Sa, Monmouth Junction, NJ (US);

Ankur Kapoor, Plainsboro, NJ (US);

Andreas Wimmer, Forchheim, DE;

Assignee:

Siemens Healthineers AG, Forchheim, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A61B 5/00 (2006.01); A61B 5/01 (2006.01); A61B 5/107 (2006.01); G06T 7/40 (2017.01); G06T 7/66 (2017.01);
U.S. Cl.
CPC ...
G06T 7/40 (2013.01); A61B 5/0077 (2013.01); A61B 5/015 (2013.01); A61B 5/107 (2013.01); A61B 5/704 (2013.01); A61B 5/7264 (2013.01); A61B 5/7267 (2013.01); G06T 7/66 (2017.01); G06T 2207/10024 (2013.01); G06T 2207/10028 (2013.01); G06T 2207/10048 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30004 (2013.01);
Abstract

Machine learning is used to train a network to estimate a three-dimensional (3D) body surface and body regions of a patient from surface images of the patient. The estimated 3D body surface of the patient is used to determine an isocenter of the patient. The estimated body regions are used to generate heatmaps representing visible body region boundaries and unseen body region boundaries of the patient. The estimation of 3D body surfaces, the determined patient isocenter, and the estimated body region boundaries may assist in planning a medical scan, including automatic patient positioning.


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