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...

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Main Authors: Lin Wu, Shuang Zhang, Tao Zhang
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Sensors
Subjects:
MRI
Online Access:https://www.mdpi.com/1424-8220/21/16/5296
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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
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