Age-specific optimization of the T2-weighted MRI contrast in infant and toddler brain

被引:0
作者
Wu, Jiani [1 ]
Qin, Fenjie [2 ]
Tian, Fengyu [2 ]
Li, Haotian [1 ]
Yong, Xingwang [1 ]
Liu, Tingting [1 ]
Zhang, Hongxi [2 ]
Wu, Dan [1 ,2 ]
机构
[1] Zhejiang Univ, Dept Biomed Engn, Coll Biomed Engn Instrument Sci, Key Lab Biomed Engn,Minist Educ, Yuquan Campus, Hangzhou 310027, Zhejiang, Peoples R China
[2] Zhejiang Univ, Childrens Hosp, Dept Radiol,Sch Med, Natl Clin Res Ctr Child Hlth, Hangzhou, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
contrast optimization; fast spin-echo; infant; toddler; T-2-weighted; variable flip angle; INCREASED SPEED; WHITE-MATTER; ECHO TRAINS; SPIN; MATURATION; SEGMENTATION; PIPELINE;
D O I
10.1002/mrm.30339
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: In 0-2-year-old brains, the T-2-weighted (T2w) contrast between white matter (WM) and gray matter (GM) is weaker compared with that in adult brains and rapidly changes with age. This study aims to design variable-flip-angle (VFA) trains in 3D fast spin-echo sequence that adapt to the dynamically changing relaxation times to improve the contrast in the T2w images of the developing brains. Methods: T-1 and T-2 relaxation times in 0-2-year-old brains were measured, and several age groups were defined according to the age-dependent pattern of T-2 values. Based on the static pseudo-steady-state theory and the extended phase graph algorithm, VFA trains were designed for each age group to maximize WM/GM contrast, constrained by the maximum specific absorption rate and overall signal intensity. The optimized VFA trains were compared with the default one used for adult brains based on the relative contrast between WM and GM. Dice coefficient was used to demonstrate the advantage of contrast-improved images as inputs for automatic tissue segmentation in infant brains. Results: The 0-2-year-old pool was divided into groups of 0-8 months, 8-12 months, and 12-24 months. The optimal VFA trains were tested in each age group in comparison with the default sequence. Quantitative analyses demonstrated improved relative contrasts in infant and toddler brains by 1.5-2.3-fold at different ages. The Dice coefficient for contrast-optimized images was improved compared with default images (p<0.001). Conclusion: An effective strategy was proposed to improve the 3D T2w contrast in 0-2-year-old brains.
引用
收藏
页码:1014 / 1025
页数:12
相关论文
共 44 条
  • [1] The sensitivity of low flip angle RARE imaging
    Alsop, DC
    [J]. MAGNETIC RESONANCE IN MEDICINE, 1997, 37 (02) : 176 - 184
  • [2] Arefeen Y., 2022, P 31 ANN M ISMRMESMR
  • [3] NORMAL MATURATION OF THE NEONATAL AND INFANT BRAIN - MR IMAGING AT 1.5 T
    BARKOVICH, AJ
    KJOS, BO
    JACKSON, DE
    NORMAN, D
    [J]. RADIOLOGY, 1988, 166 (01) : 173 - 180
  • [4] Magnetic resonance imaging of the brain in very preterm infants: Visualization of the germinal matrix, early myelination, and cortical folding
    Battin, MR
    Maalouf, EF
    Counsell, SJ
    Herlihy, AH
    Rutherford, MA
    Azzopardi, D
    Edwards, AD
    [J]. PEDIATRICS, 1998, 101 (06) : 957 - 962
  • [5] Effects of refocusing flip angle modulation and view ordering in 3D fast spin echo
    Busse, Reed F.
    Brau, Anja C. S.
    Vu, Anthony
    Michelich, Charles R.
    Bayram, Ersin
    Kijowski, Richard
    Reeder, Scott B.
    Rowley, Howard A.
    [J]. MAGNETIC RESONANCE IN MEDICINE, 2008, 60 (03) : 640 - 649
  • [6] Fast spin echo sequences with very long echo trains:: Design of variable refocusing flip angle schedules and generation of clinical T2 contrast
    Busse, RF
    Hariharan, H
    Vu, A
    Brittain, JH
    [J]. MAGNETIC RESONANCE IN MEDICINE, 2006, 55 (05) : 1030 - 1037
  • [7] Centers for Disease Control and Prevention (CDC), 2019, Data table of infant head circumferenceforage charts
  • [8] RLSQ - T1, T2, AND RHO-CALCULATIONS, COMBINING RATIOS AND LEAST-SQUARES
    DENKLEEF, JJEI
    CUPPEN, JJM
    [J]. MAGNETIC RESONANCE IN MEDICINE, 1987, 5 (06) : 513 - 524
  • [9] Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation
    Dolz, Jose
    Desrosiers, Christian
    Wang, Li
    Yuan, Jing
    Shen, Dinggang
    Ben Ayed, Ismail
    [J]. COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2020, 79
  • [10] THE EARLY DEVELOPMENT OF BRAIN WHITE MATTER: A REVIEW OF IMAGING STUDIES IN FETUSES, NEWBORNS AND INFANTS
    Dubois, J.
    Dehaene-Lambertz, G.
    Kulikova, S.
    Poupon, C.
    Hueppi, P. S.
    Hertz-Pannier, L.
    [J]. NEUROSCIENCE, 2014, 276 : 48 - 71