Literature DB >> 33905976

Feasibility of compressed sensing technique for isotropic dynamic contrast-enhanced liver magnetic resonance imaging.

Wei Sun1, Wentao Wang2, Kai Zhu3, Cai-Zhong Chen1, Xi-Xi Wen4, Meng-Su Zeng2, Sheng-Xiang Rao5.   

Abstract

PURPOSE: To investigate whether an isotropic T1-weighted gradient echo (T1-GRE) sequence using a compressed sensing (CS) technique during liver magnetic resonance imaging (MRI) can improve the image quality compared to that using a standard parallel imaging (PI) technique in patients with hepatocellular carcinoma (HCC).
METHODS: Forty-nine patients with single pathologically confirmed HCC were included in the prospective study, who underwent a 3.0 T MRI including the two T1-GRE sequences (CS and PI). Qualitative analysis including the relative contrast (RC) of liver-to-lesion, liver-to-portal vein and liver-to-hepatic vein on pre-contrast and postcontrast (delayed phase) images were calculated. Respiratory motion artifact, gastrointestinal motion artifact and overall image quality were scored by using a 4-point scale.
RESULTS: RC of liver-to-lesion, liver-to-portal vein and liver-to-hepatic vein measured on both pre-contrast and postcontrast phase images were significantly higher for CS than for PI. The scores of overall image quality was comparable between PI and CS (3.98 ± 0.10vs 3.96 ± 0.13, P = 0.083 for pre-contrast; 3.96 ± 0.16 vs 3.93 ± 0.17, P = 0.132 for postcontrast, respectively). The scores of gastrointestinal motion artifact was significantly higher for PI than for CS (3.92 ± 0.21 vs 3.69 ± 0.33 for pre-contrast; 3.86 ± 0.21 vs 3.59 ± 0.30 for postcontrast, P < 0.001 for both). The scores of respiratory motion artifact was significantly higher for PI only in pre-contrast sequence (3.97±0.11 vs 3.89 ± 0.22, P = 0.002 for pre-contrast; 3.95 ± 0.18 vs 3.90 ± 0.22, P = 0.083 for postcontrast, respectively).
CONCLUSIONS: Compared to the standard PI sequence, the CS technique can provide greater contrast in displaying HCCs and hepatic vessels in MRI without compromise of overall image quality.
Copyright © 2021 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  Artifact; Compressed sensing; Hepatocellular carcinoma; Image construction; Magnetic resonance imaging

Year:  2021        PMID: 33905976     DOI: 10.1016/j.ejrad.2021.109729

Source DB:  PubMed          Journal:  Eur J Radiol        ISSN: 0720-048X            Impact factor:   3.528


  1 in total

1.  Applying Compressed Sensing Volumetric Interpolated Breath-Hold Examination and Spiral Ultrashort Echo Time Sequences for Lung Nodule Detection in MRI.

Authors:  Yu-Sen Huang; Emi Niisato; Mao-Yuan Marine Su; Thomas Benkert; Ning Chien; Pin-Yi Chiang; Wen-Jeng Lee; Jin-Shing Chen; Yeun-Chung Chang
Journal:  Diagnostics (Basel)       Date:  2021-12-31
  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.