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. 05, 2023

Filed:

May. 08, 2023
Applicant:

Institute of Automation, Chinese Academy of Sciences, Beijing, CN;

Inventors:

Yang Du, Beijing, CN;

Jie Tian, Beijing, CN;

Zhengyao Peng, Beijing, CN;

Lin Yin, Beijing, CN;

Qian Liang, Beijing, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/64 (2006.01); G01R 33/12 (2006.01); G06T 11/00 (2006.01); G06N 3/091 (2023.01);
U.S. Cl.
CPC ...
G01R 33/1276 (2013.01); G06N 3/091 (2023.01); G06T 11/003 (2013.01);
Abstract

An MPI reconstruction method, device, and system based on a RecNet model include obtaining a one-dimensional (1D) MPI signal on which imaging reconstruction is to be performed, taking the 1D MPI signal as an input signal, and inputting the input signal and a velocity signal of an FFP corresponding to the input signal into a trained magnetic particle reconstruction model RecNet for image reconstruction to obtain a two-dimensional (2D) MPI image, where the magnetic particle reconstruction model RecNet is constructed based on a domain conversion network and an improved UNet network. The MPI reconstruction method, device, and system obtain a high-quality and clear magnetic particle distribution image without obtaining the system matrix.


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