MRI-Based Image Signal-to-Noise Ratio Enhancement with Different Receiving Gains in K-Space
Echo signals in different regions in the k-space of magnetic resonance imaging (MRI) data possess different amplitudes. The signal-to-noise ratio (SNR) of a received signal can be improved by differentially setting the receiving gain (RG) parameter in different areas of the k-space. Previously, the...
Main Authors: | , , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-08-01
|
Series: | Sensors |
Subjects: | |
Online Access: | https://www.mdpi.com/1424-8220/21/16/5296 |
id |
doaj-8c0dc0551c3c465ab463bb22a8d0c4a3 |
---|---|
record_format |
Article |
spelling |
doaj-8c0dc0551c3c465ab463bb22a8d0c4a32021-08-26T14:18:32ZengMDPI AGSensors1424-82202021-08-01215296529610.3390/s21165296MRI-Based Image Signal-to-Noise Ratio Enhancement with Different Receiving Gains in K-SpaceLin Wu0Shuang Zhang1Tao Zhang2School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu 611731, ChinaSchool of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu 611731, ChinaSchool of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu 611731, ChinaEcho signals in different regions in the k-space of magnetic resonance imaging (MRI) data possess different amplitudes. The signal-to-noise ratio (SNR) of a received signal can be improved by differentially setting the receiving gain (RG) parameter in different areas of the k-space. Previously, the k-space data splicing method and the gain normalization implementation method were not specifically investigated; however, this study focuses on this aspect. Specifically, to improve the SNR, three RGs and MRI scans are herein designed for each gain parameter using the gradient echo sequence to obtain one group of k-space data. Subsequently, the three groups of experimental k-space data obtained using MRI scans are spliced into one group of k-space data. For the splicing process, a method for gain and phase correction and compensation is developed that normalizes different RG parameters in the k-space. The experimental results indicate that the developed methods improve the SNR by 5–13%. When the RGs are set to other combinations, the k-space data splicing and gain normalization methods presented in this paper are still applicable.https://www.mdpi.com/1424-8220/21/16/5296MRIreceiving gainsignal-to-noise ratiok-spacephase encoding |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Lin Wu Shuang Zhang Tao Zhang |
spellingShingle |
Lin Wu Shuang Zhang Tao Zhang MRI-Based Image Signal-to-Noise Ratio Enhancement with Different Receiving Gains in K-Space Sensors MRI receiving gain signal-to-noise ratio k-space phase encoding |
author_facet |
Lin Wu Shuang Zhang Tao Zhang |
author_sort |
Lin Wu |
title |
MRI-Based Image Signal-to-Noise Ratio Enhancement with Different Receiving Gains in K-Space |
title_short |
MRI-Based Image Signal-to-Noise Ratio Enhancement with Different Receiving Gains in K-Space |
title_full |
MRI-Based Image Signal-to-Noise Ratio Enhancement with Different Receiving Gains in K-Space |
title_fullStr |
MRI-Based Image Signal-to-Noise Ratio Enhancement with Different Receiving Gains in K-Space |
title_full_unstemmed |
MRI-Based Image Signal-to-Noise Ratio Enhancement with Different Receiving Gains in K-Space |
title_sort |
mri-based image signal-to-noise ratio enhancement with different receiving gains in k-space |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2021-08-01 |
description |
Echo signals in different regions in the k-space of magnetic resonance imaging (MRI) data possess different amplitudes. The signal-to-noise ratio (SNR) of a received signal can be improved by differentially setting the receiving gain (RG) parameter in different areas of the k-space. Previously, the k-space data splicing method and the gain normalization implementation method were not specifically investigated; however, this study focuses on this aspect. Specifically, to improve the SNR, three RGs and MRI scans are herein designed for each gain parameter using the gradient echo sequence to obtain one group of k-space data. Subsequently, the three groups of experimental k-space data obtained using MRI scans are spliced into one group of k-space data. For the splicing process, a method for gain and phase correction and compensation is developed that normalizes different RG parameters in the k-space. The experimental results indicate that the developed methods improve the SNR by 5–13%. When the RGs are set to other combinations, the k-space data splicing and gain normalization methods presented in this paper are still applicable. |
topic |
MRI receiving gain signal-to-noise ratio k-space phase encoding |
url |
https://www.mdpi.com/1424-8220/21/16/5296 |
work_keys_str_mv |
AT linwu mribasedimagesignaltonoiseratioenhancementwithdifferentreceivinggainsinkspace AT shuangzhang mribasedimagesignaltonoiseratioenhancementwithdifferentreceivinggainsinkspace AT taozhang mribasedimagesignaltonoiseratioenhancementwithdifferentreceivinggainsinkspace |
_version_ |
1721190174890655744 |