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. 21, 2022

Filed:

Sep. 30, 2019
Applicants:

GE Precision Healthcare Llc, Milwaukee, WI (US);

Partners Healthcare System, Inc., Boston, MA (US);

The General Hospital Corporation, Boston, MA (US);

The Brigham and Women's Hospital, Inc., Boston, MA (US);

Inventors:

Jason Polzin, Lake Mills, WI (US);

Bernardo Bizzo, Boston, MA (US);

Bradley Wright, Boston, MA (US);

John Kirsch, Boston, MA (US);

Pamela Schaefer, Boston, MA (US);

Assignees:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); A61B 6/03 (2006.01); G06N 3/08 (2006.01); G06T 7/11 (2017.01); A61B 6/00 (2006.01); G06N 20/10 (2019.01); G06T 7/136 (2017.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06T 7/0012 (2013.01); A61B 6/032 (2013.01); A61B 6/505 (2013.01); G06N 3/08 (2013.01); G06N 20/10 (2019.01); G06T 7/11 (2017.01); A61B 6/5205 (2013.01); G06N 3/04 (2013.01); G06T 7/136 (2017.01); G06T 2207/10081 (2013.01); G06T 2207/30012 (2013.01); G06T 2210/41 (2013.01);
Abstract

Systems and techniques for determining degree of motion using machine learning to improve medical image quality are presented. In one example, a system generates, based on a convolutional neural network, motion probability data indicative of a probability distribution of a degree of motion for medical imaging data generated by a medical imaging device. The system also determines motion score data for the medical imaging data based on the motion probability data.


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