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:
May. 05, 2015

Filed:

Nov. 16, 2010
Applicants:

Michael Wels, Bamberg, DE;

Michael Suehling, Erlangen, DE;

Michael Kelm, Erlangen, DE;

Sascha Seifert, Königsbach-Stein, DE;

Maria Jimena Costa, Nuremberg, DE;

Alexander Cavallaro, Uttenreuth, DE;

Martin Huber, Uttenreuth, DE;

Dorin Comaniciu, Princeton Junction, NJ (US);

Inventors:

Michael Wels, Bamberg, DE;

Michael Suehling, Erlangen, DE;

Michael Kelm, Erlangen, DE;

Sascha Seifert, Königsbach-Stein, DE;

Maria Jimena Costa, Nuremberg, DE;

Alexander Cavallaro, Uttenreuth, DE;

Martin Huber, Uttenreuth, DE;

Dorin Comaniciu, Princeton Junction, NJ (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); G06K 9/62 (2006.01); G06T 7/00 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6207 (2013.01); G06T 7/0012 (2013.01); G06T 7/0083 (2013.01); G06T 7/0089 (2013.01); G06T 2207/10081 (2013.01); G06T 2207/10088 (2013.01); G06T 2207/30081 (2013.01);
Abstract

A method and system for fully automatic segmentation the prostate in multi-spectral 3D magnetic resonance (MR) image data having one or more scalar intensity values per voxel is disclosed. After intensity standardization of multi-spectral 3D MR image data, a prostate boundary is detected in the multi-spectral 3D MR image data using marginal space learning (MSL). The detected prostate boundary is refined using one or more trained boundary detectors. The detected prostate boundary can be split into patches corresponding to anatomical regions of the prostate and the detected prostate boundary can be refined using trained boundary detectors corresponding to the patches.


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