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. 14, 2024

Filed:

May. 02, 2022
Applicant:

Regents of the University of Minnesota, Minneapolis, MN (US);

Inventors:

Xiaoping Wu, Minneapolis, MN (US);

Xiaodong Ma, Minneapolis, MN (US);

Kamil Ugurbil, Minneapolis, MN (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01R 33/56 (2006.01); G06N 3/045 (2023.01); G06N 3/088 (2023.01);
U.S. Cl.
CPC ...
G01R 33/5608 (2013.01); G06N 3/045 (2023.01); G06N 3/088 (2013.01);
Abstract

Magnetic resonance images with improved image quality consistent with those obtained using parallel radio frequency ('RF') transmission (“pTx”) techniques are generated from data acquired using single transmission hardware (e.g., single channel RF transmission). A deep-learning framework is used to train a deep neural network to convert images obtained with single transmission into pTx-like images. The pTx-like images have reduced signal variations and dropouts that may otherwise be attributable to B1+ inhomogeneities.


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