Signal-to-Noise Ratio Enhancement of MR Images With Variable Gains and K-Space Splicing Method

被引:0
作者
Wu, Lin [1 ,2 ]
Zheng, Liqin [1 ,2 ]
Zhang, Shuang [1 ,2 ,3 ]
He, Chunqiao [1 ,2 ]
Liu, Hang [1 ,2 ]
Yang, Tianjiao [4 ]
Yu, Jie [1 ,2 ]
Zhang, Tao [1 ,2 ]
机构
[1] Univ Elect Sci & Technol China, Sch Life Sci & Technol, High Field Magnet Resonance Brain Imaging Lab Sich, Minist Educ, Chengdu 611731, Peoples R China
[2] Univ Elect Sci & Technol China, Key Lab Neuro Informat, Minist Educ, Chengdu 611731, Peoples R China
[3] Neijiang Normal Univ, Sch Artificial Intelligence, Data Recovery Key Lab Sichuan Prov, Neijiang 641100, Peoples R China
[4] Liaoning Univ, Foreign Language Sch, Shenyang 110036, Peoples R China
关键词
Signal to noise ratio; Splicing; Hardware; Receivers; Dynamic range; Magnetic resonance imaging; Imaging phantoms; K-space splicing; receiver hardware; signal-to-noise ratio (SNR); variable gains; RESOLUTION; ALGORITHM; ARRAY; COIL;
D O I
10.1109/JSEN.2023.3337526
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Increasing the receiving gain (RG) of magnetic resonance imaging (MRI) systems can improve the signal-to-noise ratio (SNR) of MR images. Setting the RG too high; however, may cause partial signal saturation of the K-space data, which will distort the reconstructed images. In this article, we propose a novel and optimized K-space splicing scheme to integrate phase-encoding (PE) lines acquired, respectively, at high RG and normal RG. A detailed implementation process of the K-space splicing method is presented, and a comparative study is conducted using different splicing schemes and multiple sets of K-space data with variable RGs. Based on many trials and experiments, an optimized splicing scheme is selected that approximately 20% of the total PE lines at the K-space center with high RG are replaced by the data acquired with normal RG. This is a good balance between the SNR improvement and easy implementation since it can be generally applied to a variety of RG settings, pulse sequences, and acquisition protocols. The efficacy of the proposed K-space splicing scheme is further verified by more multislice imaging experiments, demonstrating that the image SNR improvement ranges from 30.63% to 36.46% on a spherical homogeneous phantom and from 21.75% to 31.88% on a cylindrical structure phantom. Finally, a practical solution to this splicing scheme is suggested that can be readily integrated into the existing MR system hardware with slight workflow changes and a minimal increase in scan time. This is a great benefit to clinical applications compared to repeated scanning or other K-space splicing methods that may either significantly increase the scan time or require substantial hardware and workflow modifications.
引用
收藏
页码:2099 / 2107
页数:9
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