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:
Dec. 13, 2022

Filed:

Apr. 29, 2022
Applicants:

Neosoma, Inc., Groton, MA (US);

The University of Bern, Bern, CH;

Inventors:

Mauricio Reyes, Bern, CH;

Michael Müller, Bern, CH;

Aly Abayazeed, Northborough, MA (US);

Assignees:

Neosoma, Inc., Groton, MA (US);

The University of Bern, Bem, CH;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/174 (2017.01); G06V 10/764 (2022.01); G06V 10/32 (2022.01); G06T 7/00 (2017.01); A61B 5/00 (2006.01); G06V 10/82 (2022.01); G06T 3/40 (2006.01); G06T 7/62 (2017.01); G01R 33/56 (2006.01); G06T 7/38 (2017.01);
U.S. Cl.
CPC ...
G06T 7/174 (2017.01); A61B 5/0042 (2013.01); G01R 33/5601 (2013.01); G01R 33/5602 (2013.01); G01R 33/5607 (2013.01); G01R 33/5608 (2013.01); G06T 3/4046 (2013.01); G06T 7/0012 (2013.01); G06T 7/38 (2017.01); G06T 7/62 (2017.01); G06V 10/32 (2022.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01); G06T 2207/10016 (2013.01); G06T 2207/10088 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30016 (2013.01); G06T 2207/30096 (2013.01); G06V 2201/03 (2022.01);
Abstract

Systems, methods, and computer program products are provided for segmenting a brain tumor from various MRI sequencing techniques. A plurality of MRI sequences of a head of a patient are received. Each MRI sequence includes a T1-weighted with contrast image, a Fluid Attenuated Inversion Recovery (FLAIR) image, a T1-weighted image, and a T2-weighted image. Each image of the plurality of MRI sequences is registered to an anatomical atlas. A plurality of modified MRI sequences are generated by removing a skull from each image in the plurality of MRI sequences. A tumor segmentation map is determined by segmenting a tumor within a brain in each image in the plurality of modified MRI sequences. The tumor segmentation map is applied to each of the plurality of MRI sequences to thereby generate a plurality of labelled MRI sequences.


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