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:
Jan. 07, 2025

Filed:

Feb. 15, 2022
Applicant:

Siemens Healthineers Ag, Forchheim, DE;

Inventors:

Youngjin Yoo, Princeton, NJ (US);

Eli Gibson, Plainsboro, NJ (US);

Bogdan Georgescu, Princeton, NJ (US);

Gengyan Zhao, Plainsboro, NJ (US);

Thomas Re, New York, NY (US);

Jyotipriya Das, Plainsboro, NJ (US);

Eva Eibenberger, Nuremberg, DE;

Andrei Chekkoury, Erlangen, DE;

Assignee:

Siemens Healthineers AG, Forchheim, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/12 (2017.01); A61B 6/03 (2006.01); A61B 6/50 (2024.01); G06T 7/00 (2017.01); G06T 7/62 (2017.01);
U.S. Cl.
CPC ...
G06T 7/12 (2017.01); A61B 6/032 (2013.01); A61B 6/501 (2013.01); G06T 7/0012 (2013.01); G06T 7/62 (2017.01); G06T 2207/10072 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30016 (2013.01); G06T 2207/30101 (2013.01);
Abstract

Systems and methods for determining a segmentation of a hemorrhage are provided. An input medical image of a hemorrhage of a patient is received. A contour-sensitive segmentation of the hemorrhage from the input medical image is performed using a machine learning based contour-sensitive segmentation network. A detection-sensitive segmentation of the hemorrhage from the input medical image is performed using a machine learning based detection-sensitive segmentation network. A final segmentation of the hemorrhage from the input medical image is determined based on results of the contour-sensitive segmentation and results of the detection-sensitive segmentation. The final segmentation of the hemorrhage is output.


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