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. 23, 2019

Filed:

Jun. 09, 2015
Applicant:

Siemens Healthcare Gmbh, Erlangen, DE;

Inventors:

Wen Wu, Kirkland, WA (US);

Terrence Chen, Princeton, NJ (US);

Anton Nekovar, Neunkirchen, DE;

Martin Ostermeier, Buckenhof, DE;

Dorin Comaniciu, Princeton Junction, NJ (US);

Assignee:

Siemens Healthcare GmbH, Erlangen, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); G06K 9/32 (2006.01); A61B 6/06 (2006.01); A61B 6/12 (2006.01); A61B 6/00 (2006.01);
U.S. Cl.
CPC ...
G06K 9/3233 (2013.01); A61B 6/06 (2013.01); A61B 6/12 (2013.01); A61B 6/469 (2013.01); A61B 6/487 (2013.01); A61B 6/504 (2013.01); A61B 6/5211 (2013.01); A61B 6/545 (2013.01); G06K 2009/3225 (2013.01); G06K 2209/057 (2013.01);
Abstract

A method for real-time collimation and ROI-filter positioning in X-ray imaging in interventional procedures includes acquiring an image of a region-of-interest (ROI) at a beginning of a medical intervention procedure on a subject, classifying the image based on low-level features in the image to determine a type of procedure being performed, determining a list of landmarks in the image from the type of procedure being performed, and loading a pre-trained landmark model for each landmark in the list of landmarks, where landmarks include anatomical structures of the subject and medical devices being used in the medical intervention procedure, and computing collimator settings of an X-ray imaging device from ROI filter margins and bounding boxes of the landmarks calculated using the landmark models.


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