Circular spectrum mapping for intravoxel fiber structures based on high angular resolution apparent diffusion coefficients

被引:24
作者
Zhan, W
Gu, H
Xu, S
Silbersweig, DA
Stern, E
Yang, YH
机构
[1] Cornell Univ, Weill Med Coll, Dept Psychiat, Funct Neuroimaging Lab, New York, NY USA
[2] Mem Sloan Kettering Canc Ctr, Dept Med Phys, New York, NY 10021 USA
关键词
apparent diffusion coefficient; diffusion tensor imaging; fiber crossing; high angular resolution; spectral decomposition;
D O I
10.1002/mrm.10484
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
A method is presented for mapping intravoxel fiber structures using spectral decomposition onto a circular distribution of measured apparent diffusion coefficients (ADCs). The zeroth-, second-, and fourth-order harmonic components of the ADC distribution on the circle spanned by the major and median eigenvectors of the diffusion tensor can be used to provide quantitative indices for isotropic, linear, and fiber-crossing diffusion, respectively. A diffusion-weighted MRI technique with 90 encoding orientations was implemented to estimate the circular ADC distribution and calculate the circular spectrum. A digital phantom was used to simulate various diffusion patterns. Comparisons were made between the circular spectrum and regular DTI-based index maps. The results indicated that the zeroth- and second-order circular spectrum maps exhibited a strong consistency with the DTI-based mean diffusivity and linear indices, respectively, and the fourth-order circular spectrum map was able to identify the fiber crossings. MRI experiments were performed on seven healthy human brains using a 3T scanner. The in vivo fourth-order maps showed significantly higher densities in several brain regions, including the corpus callosum, cingulum bundle, superior longitudinal fasciculus, corticospinal tract, and middle cerebellar peduncle, which indicated the existence of fiber crossings in these regions. (C) 2003 Wiley-Liss, Inc.
引用
收藏
页码:1077 / 1088
页数:12
相关论文
共 43 条
[1]  
Alexander AL, 2000, MAGNET RESON MED, V44, P283, DOI 10.1002/1522-2594(200008)44:2<283::AID-MRM16>3.0.CO
[2]  
2-V
[3]   Analysis of partial volume effects in diffusion-tensor MRI [J].
Alexander, AL ;
Hasan, KM ;
Lazar, M ;
Tsuruda, JS ;
Parker, DL .
MAGNETIC RESONANCE IN MEDICINE, 2001, 45 (05) :770-780
[4]  
Armitage PA, 2000, MAGNET RESON MED, V44, P117, DOI 10.1002/1522-2594(200007)44:1<117::AID-MRM17>3.0.CO
[5]  
2-D
[6]  
Assaf Y, 2000, MAGNET RESON MED, V43, P191, DOI 10.1002/(SICI)1522-2594(200002)43:2<191::AID-MRM5>3.0.CO
[7]  
2-B
[8]  
Basser PJ, 2000, MAGNET RESON MED, V44, P625, DOI 10.1002/1522-2594(200010)44:4<625::AID-MRM17>3.0.CO
[9]  
2-O
[10]   MR DIFFUSION TENSOR SPECTROSCOPY AND IMAGING [J].
BASSER, PJ ;
MATTIELLO, J ;
LEBIHAN, D .
BIOPHYSICAL JOURNAL, 1994, 66 (01) :259-267