Patent · US Active

Systems and methods for magnetic resonance image reconstruction

US10902651B2 · kind B2 · utility

3Cited by

0References

20Claims

0Family size

Assignees

Inventors

Xiaoqian Huang · Qingdao, CN
Guobin Li · Glückstadt, DE
Nan Liu · Sunnyvale, US
Yang Xin · Shanghai, CN

Key dates

Filing date	Dec 28, 2018
Grant date	Jan 26, 2021
Priority date	—
Expiry date	Dec 28, 2038

Classification

Technology area (CPC G)Physics
CPC primaryG06T2211/424
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

The disclosure relates to systems and methods for magnetic resonance imaging (MRI). A method may include obtaining k-space data associated with MR signals acquired by an MR scanner. The k-space data may corresponding to a first sampling rate. The method may also include generating one or more estimated images based on the k-space data and a target neural network model. The one or more estimated images may correspond to a second sampling rate that exceeds the first sampling rate. The method may further include determining one or more target images based on the one or more estimated images and the k-space data using a compressed sensing model. The compressed sensing model may be constructed based on the one or more estimated images.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.