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. 24, 2024

Filed:

Jun. 21, 2022
Applicant:

Shenzhen Technology University, Guangdong, CN;

Inventor:

Mengye Lyu, Guangdong, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 11/00 (2006.01); A61B 5/055 (2006.01); G01R 33/483 (2006.01); G01R 33/56 (2006.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06T 11/005 (2013.01); G01R 33/4835 (2013.01); G01R 33/5608 (2013.01); G06N 3/08 (2013.01); G06T 11/006 (2013.01); A61B 5/055 (2013.01); G06T 2210/41 (2013.01); G06T 2211/424 (2013.01);
Abstract

The invention provides a multi-slice magnetic resonance imaging method and device based on long-distance attention model reconstruction. The method includes that: a deep learning reconstruction model is constructed; data preprocessing is performed on multiple slices of simultaneously acquired signals, and multiple slices of magnetic resonance images or K-space data is used as data input; learnable positional embedding and imaging parameter embedding are acquired; the preprocessed input data, the positional embedding and the imaging parameter embedding are input into the deep learning reconstruction model; and the deep learning reconstruction model outputs a result of the magnetic resonance reconstruction image. The invention further provides a device for implementing the method. The invention may improve the quality of the magnetic resonance image, improve the diagnosis accuracy of a doctor, increase the imaging speed, and improve the utilization rate of a magnetic resonance machine.


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