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:
Jun. 25, 2019

Filed:

Apr. 25, 2016
Applicant:

Koninklijke Philips N.v., Eindhoven, NL;

Inventors:

Fabian Wenzel, Hamburg, DE;

Thomas Heiko Stehle, Hamburg, DE;

Lyubomir Georgiev Zagorchev, Burlington, MA (US);

Jochen Peters, Norderstedt, DE;

Martin Bergtholdt, Hamburg, DE;

Carsten Meyer, Hamburg, DE;

Assignee:

Koninklijke Philips N.V., Eindhoven, NL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G06K 9/20 (2006.01); G06T 7/00 (2017.01); A61B 5/00 (2006.01); A61B 5/055 (2006.01);
U.S. Cl.
CPC ...
G06K 9/6277 (2013.01); A61B 5/0042 (2013.01); A61B 5/055 (2013.01); G06K 9/2081 (2013.01); G06T 7/0012 (2013.01); A61B 2576/026 (2013.01); G06T 2200/24 (2013.01); G06T 2207/20076 (2013.01); G06T 2207/20092 (2013.01); G06T 2207/20128 (2013.01); G06T 2207/30016 (2013.01);
Abstract

A system and method are provided for brain tissue classification, which involves applying an automated tissue classification technique to an image of a brain based on a prior probability map, thereby obtaining a tissue classification map of the brain. A user is enabled to, using a user interaction subsystem, provide user feedback which is indicative of a) an area of misclassification in the tissue classification map and b) a correction of the misclassification. The prior probability map is then adjusted based on the user feedback to obtain an adjusted prior probability map, and the automated tissue classification technique is re-applied to the image based on the adjusted prior probability map. An advantage over a direct correction of the tissue classification map may be that the user does not need to indicate the area of misclassification or the correction of the misclassification with a highest degree of accuracy. Rather, it may suffice to provide an approximate indication thereof.


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