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. 10, 2023

Filed:

Feb. 16, 2022
Applicants:

The Board of Trustees of the Leland Stanford Junior University, Stanford, CA (US);

The United States of America As Represented BY the Department of Veterans Affairs, Washington, DC (US);

Inventors:

Daniel B. Ennis, Palo Alto, CA (US);

Matthew J. Middione, St. George, UT (US);

Julio A. Oscanoa Aida, Stanford, CA (US);

Shreyas S. Vasanawala, Stanford, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01R 33/563 (2006.01); G01R 33/56 (2006.01); G06N 3/04 (2006.01); A61B 5/00 (2006.01); A61B 5/026 (2006.01);
U.S. Cl.
CPC ...
G01R 33/5635 (2013.01); A61B 5/0263 (2013.01); A61B 5/7267 (2013.01); G01R 33/5608 (2013.01); G06N 3/0454 (2013.01);
Abstract

A method for phase-contrast magnetic resonance imaging (PC-MRI) acquires undersampled PC-MRI data using a magnetic resonance imaging scanner and reconstructs MRI images from the undersampled PC-MRI data by reconstructing a first flow-encoded image using a first convolutional neural network, reconstructing a complex difference image using a second convolutional neural network, combining the complex difference image and the first flow-encoded image to obtain a second flow-encoded image, and generating a velocity encoded image from the first flow-encoded image and second flow-encoded image using phase difference processing.


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