Study of the Noise Reduction Algorithm with Median Modified Wiener Filter for T2-weighted Magnetic Resonance Brain Images

被引:8
|
作者
Choi, Donghyeok [1 ]
Kang, Seong-Hyeon [1 ]
Park, Chan Rok [2 ]
Lee, Youngjin [1 ]
机构
[1] Gachon Univ, Dept Radiol Sci, 191 Hambakmoero, Incheon, South Korea
[2] Jeonju Univ, Dept Radiol Sci, 303 Cheonjam Ro, Jeonju Si, Jeollabuk Do, South Korea
关键词
MRiLab simulation program; T2-weighted image; Median modified Wiener filter (MMWF); Noise reduction algorithm; SOFT-TISSUE; MR-IMAGES; REGISTRATION; REMOVAL;
D O I
10.4283/JMAG.2021.26.1.050
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The purpose of this study was to confirm the utility of the median modified Weiner filter (MMWF) noise reduction algorithm in T-2-weighted brain MR images. We acquired brain MR images using both real experiment and simulation, and performed comparative evaluation with conventional noise reduction algorithms through calculation of factors for the noise level and similarity. As a result, evaluation of the noise level and similarity showed the most improved in the image, which the MMWF noise reduction algorithm was applied. Moreover, additional experiment was conducted using real MR device and water phantom to more clearly prove the efficiency of the MMWF noise reduction algorithm. The noise level and intensity profile results derived from the real T-2-weighted MR image proved the effectiveness of the MMWF noise reduction algorithm. In conclusion, the proposed MMWF noise reduction algorithm demonstrated a very promising performance for improving the image quality in T-2-weighted MR image.
引用
收藏
页码:50 / 59
页数:10
相关论文
共 50 条
  • [21] T2-weighted magnetic resonance imaging to assess myocardial oedema
    Bohl, Steffen
    Friedrich, Matthias G.
    Schulz-Menger, Jeanette
    HEART, 2010, 96 (04) : 310 - 310
  • [22] T2-weighted cardiovascular magnetic resonance in acute cardiac disease
    Eitel, Ingo
    Friedrich, Matthias G.
    JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE, 2011, 13
  • [23] Prediction of brain age from routine T2-weighted spin-echo brain magnetic resonance images with a deep convolutional neural network
    Hwang, Inpyeong
    Yeon, Eung Koo
    Lee, Ji Ye
    Yoo, Roh-Eul
    Kang, Koung Mi
    Yun, Tae Jin
    Choi, Seung Hong
    Sohn, Chul-Ho
    Kim, Hyeonjin
    Kim, Ji-hoon
    NEUROBIOLOGY OF AGING, 2021, 105 : 78 - 85
  • [24] Hyperintensity on T2-weighted magnetic resonance imaging in Takotsubo cardiomyopathy
    Otsuka, Yoritaka
    Noguchi, Teruo
    Goto, Yoichi
    Nonogi, Hiroshi
    Yamada, Naoaki
    INTERNATIONAL JOURNAL OF CARDIOLOGY, 2008, 130 (01) : 113 - 116
  • [25] T2-weighted cardiovascular magnetic resonance in acute cardiac disease
    Ingo Eitel
    Matthias G Friedrich
    Journal of Cardiovascular Magnetic Resonance, 13
  • [26] Influence of membrane lipid packing on T2-weighted magnetic resonance images: Study of relaxation parameters in model membrane systems
    Lab. of Diagn. Radiology Research, National Institutes of Health, Bethesda, MD, United States
    不详
    MAGN. RESON. MED., 3 (420-426):
  • [27] Patterns of brain magnetic resonance abnormalities on T2-weighted spin echo images in clinical subgroups of multiple sclerosis:: A large cross-sectional study
    van Walderveen, MAA
    Barkhof, F
    Polman, C
    Frequin, STFM
    Hommes, OR
    Thompson, AJ
    Valk, J
    EUROPEAN NEUROLOGY, 1998, 40 (02) : 91 - 98
  • [28] Deep learning-based segmentation of epithelial ovarian cancer on T2-weighted magnetic resonance images
    Hu, Dingdu
    Jian, Junming
    Li, Yongai
    Gao, Xin
    QUANTITATIVE IMAGING IN MEDICINE AND SURGERY, 2023, 13 (03) : 1464 - +
  • [29] RELIABILITY OF T2-WEIGHTED SAGITTAL MAGNETIC RESONANCE IMAGES FOR DETERMINING THE LOCATION OF COMPRESSIVE DISK HERNIATION IN DOGS
    Gallach, R. Guillem
    Suran, J.
    Caceres, A. V.
    Reetz, J. A.
    Brown, D. C.
    Mai, W.
    VETERINARY RADIOLOGY & ULTRASOUND, 2011, 52 (05) : 479 - 486
  • [30] Nonmass Lesions in Magnetic Resonance Imaging of the Breast: Additional T2-Weighted Images Improve Diagnostic Accuracy
    Baltzer, Pascal A. T.
    Dietzel, Matthias
    Kaiser, Werner A.
    JOURNAL OF COMPUTER ASSISTED TOMOGRAPHY, 2011, 35 (03) : 361 - 366