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Volumn 37, Issue 4, 2010, Pages 1482-1490

Partial volume estimation and segmentation of brain tissue based on diffusion tensor MRI

Author keywords

Brain tissue segmentation; Cortical diffusivity; Digital DT MRI phantom; DT MRI; Partial volume effect

Indexed keywords

BRAIN; CEREBROSPINAL FLUID; DIFFUSION TENSOR IMAGING; EIGENVALUES AND EIGENFUNCTIONS; MAGNETIC RESONANCE IMAGING; MEAN SQUARE ERROR; PHANTOMS; PROBABILITY DISTRIBUTIONS; SURFACE DIFFUSION; TENSORS; TISSUE; VOLUME FRACTION;

EID: 77950581432     PISSN: 00942405     EISSN: None     Source Type: Journal    
DOI: 10.1118/1.3355886     Document Type: Article
Times cited : (16)

References (30)
  • 1
    • 0043093794 scopus 로고    scopus 로고
    • Diffusion tensor imaging zur erfassung axonaler degeneration bei Morbus Alzheimer
    • DOI 10.1007/s00117-003-0925-4
    • R. Stahl, O. Dietrich, S. Teipel, H. Hampel, M. F. Reiser, and S. O. Schoenberg, " Assessment of axonal degeneration on Alzheimer's disease with diffusion tensor MRI.," Radiologe 0033-832X 43, 566-575 (2003). 10.1007/s00117-003-0925-4 (Pubitemid 36966296)
    • (2003) Radiologe , vol.43 , Issue.7 , pp. 566-575
    • Stahl, R.1    Dietrich, O.2    Teipel, S.3    Hampel, H.4    Reiser, M.F.5    Schoenberg, S.O.6
  • 2
    • 0036869345 scopus 로고    scopus 로고
    • Applications of diffusion-weighted and diffusion tensor MRI to white matter diseases - A review
    • DOI 10.1002/nbm.787
    • M. A. Horsfield and D. K. Jones, " Applications of diffusion-weighted and diffusion tensor MRI to white matter diseases-A review.," NMR Biomed. 0952-3480 15, 570-577 (2002). 10.1002/nbm.787 (Pubitemid 36054517)
    • (2002) NMR in Biomedicine , vol.15 , Issue.7-8 , pp. 570-577
    • Horsfield, M.A.1    Jones, D.K.2
  • 3
    • 2942711595 scopus 로고    scopus 로고
    • Diffusion tensor imaging of the brain: Review of clinical applications
    • DOI 10.1007/s00234-003-1114-x
    • P. C. Sundgren, Q. Dong, D. Go'mez-Hassan, S. K. Mukherji, P. Maly, and R. Welsh, " Diffusion tensor imaging of the brain: Review of clinical applications.," Neuroradiology 0028-3940 46, 339-350 (2004). 10.1007/s00234-003-1114-x (Pubitemid 38787262)
    • (2004) Neuroradiology , vol.46 , Issue.5 , pp. 339-350
    • Sundgren, P.C.1    Dong, Q.2    Gomez-Hassan, D.3    Mukherji, S.K.4    Maly, P.5    Welsh, R.6
  • 4
    • 0036868663 scopus 로고    scopus 로고
    • Diffusion tensor imaging and aging - A review
    • DOI 10.1002/nbm.785
    • M. Moseley, " Diffusion tensor imaging and aging: A review.," NMR Biomed. 0952-3480 15, 553-560 (2002). 10.1002/nbm.785 (Pubitemid 36054515)
    • (2002) NMR in Biomedicine , vol.15 , Issue.7-8 , pp. 553-560
    • Moseley, M.1
  • 5
    • 0034646345 scopus 로고    scopus 로고
    • Pathologic damage in MS assessed by diffusion-weighted and magnetization transfer MRI
    • M. Cercignani, G. Iannucci, M. A. Rocca, G. Comi, M. A. Horsfield, and M. Filippi, " Pathologic damage in MS assessed by diffusion weighted and magnetization transfer MRI.," Neurology 0028-3878 54, 1139-1144 (2000). (Pubitemid 30151859)
    • (2000) Neurology , vol.54 , Issue.5 , pp. 1139-1144
    • Cercignani, M.1    Iannucci, G.2    Rocca, M.A.3    Comi, G.4    Horsfield, M.A.5    Filippi, M.6
  • 6
    • 12844268704 scopus 로고    scopus 로고
    • New evidence for involvement of the entorhinal region in schizophrenia: A combined MRI volumetric and DTI study
    • DOI 10.1016/j.neuroimage.2004.10.007, PII S1053811904005981
    • P. Kalus, J. Slotboom, J. Gallinat, A. Federspiel, J. Gralla, L. Remonda, W. K. Strik, G. Schroth, and C. Kiefer, " New evidence for involvement of the entorhinal region in schizophrenia: A combined MRI volumetric and DTI study.," Neuroimage 1053-8119 24, 1122-1129 (2005). 10.1016/j.neuroimage. 2004.10.007 (Pubitemid 40164513)
    • (2005) NeuroImage , vol.24 , Issue.4 , pp. 1122-1129
    • Kalus, P.1    Slotboom, J.2    Gallinat, J.3    Federspiel, A.4    Gralla, J.5    Remonda, L.6    Strik, W.K.7    Schroth, G.8    Kiefer, C.9
  • 7
    • 0030693596 scopus 로고    scopus 로고
    • Increased water diffusion in cerebral white matter in Alzheimer's disease
    • H. Hanyu, H. Shindo, D. Kakizaki, K. Abe, T. Iwamoto, and M. Takasaki, " Increased water diffusion in cerebral white matter in Alzheimer's disease.," Gerontology 0304-324X 43, 343-351 (1997). 10.1159/000213874 (Pubitemid 27478157)
    • (1997) Gerontology , vol.43 , Issue.6 , pp. 343-351
    • Hanyu, H.1    Shindo, H.2    Kakizaki, D.3    Abe, K.4    Iwamoto, T.5    Takasaki, M.6
  • 8
    • 0037016165 scopus 로고    scopus 로고
    • Diffusion tensor in posterior cingulate gyrus: Correlation with cognitive decline in Alzheimer's disease
    • DOI 10.1097/00001756-200212030-00026
    • T. Yoshiura, F. Mihara, K. Ogomori, A. Tanaka, K. Kaneko, and K. Masuda, " Diffusion tensor in posterior cingulated gyrus: Correlation with cognitive decline in Alzheimer's disease.," NeuroReport 0959-4965 13, 2299-2302 (2002). 10.1097/00001756-200212030-00026 (Pubitemid 36044447)
    • (2002) NeuroReport , vol.13 , Issue.17 , pp. 2299-2302
    • Yoshiura, T.1    Mihara, F.2    Ogomori, K.3    Tanaka, A.4    Kaneko, K.5    Masuda, K.6
  • 11
    • 1642500830 scopus 로고    scopus 로고
    • Effect of region of interest on interobserver variance in apparent diffusion coefficient measures
    • Y. Bilgili and B. Unal, " Effect of region of interest on inter-observer variance in apparent diffusion coefficient measures.," AJNR Am. J. Neuroradiol. 0195-6108 25, 108-111 (2004). (Pubitemid 38129488)
    • (2004) American Journal of Neuroradiology , vol.25 , Issue.1 , pp. 108-111
    • Bilgili, Y.1    Unal, B.2
  • 12
    • 22744449597 scopus 로고    scopus 로고
    • Novel method to estimate and display cerebral cortical degeneration using diffusion-weighted magnetic resonance imaging
    • DOI 10.1002/mrm.20558
    • T. Yoshiura, F. Mihara, A. Tanaka, T. Noguchi, O. Togao, Y. Kuwabara, and H. Honda, " Novel method to estimate and display cerebral cortical degeneration using diffusion-weighted magnetic resonance imaging.," Magn. Reson. Med. 0740-3194 54, 455-459 (2005). 10.1002/mrm.20558 (Pubitemid 41033565)
    • (2005) Magnetic Resonance in Medicine , vol.54 , Issue.2 , pp. 455-459
    • Yoshiura, T.1    Mihara, F.2    Tanaka, A.3    Noguchi, T.4    Togao, O.5    Kuwabara, Y.6    Honda, H.7
  • 13
    • 33646589721 scopus 로고    scopus 로고
    • 76-Space analysis of grey matter diffusivity: Methods and applications
    • DOI 10.1016/j.neuroimage.2005.11.041, PII S1053811905024845
    • T. Liu, G. Young, L. Huang, N. -K. Chen, and S. T. C. Wong, " 76-Space analysis of grey matter diffusivity: Methods and applications.," Neuroimage 1053-8119 31, 51-65 (2006). 10.1016/j.neuroimage.2005.11.041 (Pubitemid 43728971)
    • (2006) NeuroImage , vol.31 , Issue.1 , pp. 51-65
    • Liu, T.1    Young, G.2    Huang, L.3    Chen, N.-K.4    Wong, S.T.C.5
  • 14
    • 34548759051 scopus 로고    scopus 로고
    • Brain tissue segmentation based on DTI data
    • DOI 10.1016/j.neuroimage.2007.07.002, PII S1053811907005873
    • T. Liu, H. Li, K. Wong, A. Tarokh, L. Guo, and S. T. C. Wong, " Brain tissue segmentation based on DTI data.," Neuroimage 1053-8119 38, 114-123 (2007). 10.1016/j.neuroimage.2007.07.002 (Pubitemid 47429986)
    • (2007) NeuroImage , vol.38 , Issue.1 , pp. 114-123
    • Liu, T.1    Li, H.2    Wong, K.3    Tarokh, A.4    Guo, L.5    Wong, S.T.C.6
  • 15
    • 0037255814 scopus 로고    scopus 로고
    • A unifying framework for partial volume segmentation of brain MR images
    • 0278-0062,. 10.1109/TMI.2002.806587
    • K. Van Leemput, F. Maes, D. Vandermeulen, and P. Suetens, " A unifying framework for partial volume segmentation of brain MR images.," IEEE Trans. Med. Imaging 0278-0062 22, 105-119 (2003). 10.1109/TMI.2002.806587
    • (2003) IEEE Trans. Med. Imaging , vol.22 , pp. 105-119
    • Van Leemput, K.1    Maes, F.2    Vandermeulen, D.3    Suetens, P.4
  • 16
    • 0026220222 scopus 로고
    • Partial volume tissue classification of multichannel magnetic resonance images--A mixel model
    • DOI 10.1109/42.97590
    • H. S. Choi, D. R. Haynor, and Y. Kim, " Partial volume tissue classification of multichannel magneticresonance images-A mixel model.," IEEE Trans. Med. Imaging 0278-0062 10, 395-407 (1991). 10.1109/42.97590 (Pubitemid 21727996)
    • (1991) IEEE Transactions on Medical Imaging , vol.10 , Issue.3 , pp. 395-407
    • Choi Hwan Soo1    Haynor David, R.2    Kim Yongmin3
  • 17
    • 0033181293 scopus 로고    scopus 로고
    • Adaptive fuzzy segmentation of magnetic resonance images
    • DOI 10.1109/42.802752
    • D. L. Pham and J. L. Prince, " Adaptive fuzzy segmentation of magnetic resonance images.," IEEE Trans. Med. Imaging 0278-0062 18, 737-752 (1999). 10.1109/42.802752 (Pubitemid 30519193)
    • (1999) IEEE Transactions on Medical Imaging , vol.18 , Issue.9 , pp. 737-752
    • Pham, D.L.1    Prince, J.L.2
  • 18
    • 0034851632 scopus 로고    scopus 로고
    • Magnetic resonance image tissue classification using a partial volume model
    • DOI 10.1006/nimg.2000.0730
    • D. W. Shattuck, S. R. Sandor-Leahy, K. A. Schaper, D. A. Rottenberg, and R. M. Leahy, " Magnetic resonance image tissue classification using a partial volume model.," Neuroimage 1053-8119 13, 856-876 (2001). 10.1006/nimg.2000.0730 (Pubitemid 32848331)
    • (2001) NeuroImage , vol.13 , Issue.5 , pp. 856-876
    • Shattuck, D.W.1    Sandor-Leahy, S.R.2    Schaper, K.A.3    Rottenberg, D.A.4    Leahy, R.M.5
  • 19
    • 22544441113 scopus 로고    scopus 로고
    • Partial volume segmentation of brain magnetic resonance images based on maximum a posteriori probability
    • DOI 10.1118/1.1944912
    • X. Li, L. Li, H. Lu, and Z. Liang, " Partial volume segmentation of brain magnetic resonance images based on maximum a posteriori probability.," Med. Phys. 0094-2405 32, 2337-2345 (2005). 10.1118/1.1944912 (Pubitemid 41023193)
    • (2005) Medical Physics , vol.32 , Issue.7 , pp. 2337-2345
    • Li, X.1    Li, L.2    Lu, H.3    Liang, Z.4
  • 20
    • 13844316320 scopus 로고    scopus 로고
    • Robust unsupervised segmentation of infarct lesion from diffusion tensor MR images using multiscale statistical classification and partial volume voxel reclassification
    • DOI 10.1016/j.neuroimage.2004.08.009
    • W. Li, J. Tian, E. Li, and J. Dai, " Robust unsupervised segmentation of infarct lesion from diffusion tensor MR images using multiscale statistical classification and partial volume voxel reclassification.," Neuroimage 1053-8119 23, 1507-1518 (2004). 10.1016/j.neuroimage.2004.08.009 (Pubitemid 40260373)
    • (2004) NeuroImage , vol.23 , Issue.4 , pp. 1507-1518
    • Li, W.1    Tian, J.2    Li, E.3    Dai, J.4
  • 21
    • 0029403019 scopus 로고
    • Inferring microstructural features and the physiological state of tissues from diffusion-weighted images
    • 0952-3480,. 10.1002/nbm.1940080707
    • P. J. Basser, " Inferring microstructural features and the physiological state of tissues from diffusion-weighted images.," NMR Biomed. 0952-3480 8, 333-344 (1995). 10.1002/nbm.1940080707
    • (1995) NMR Biomed. , vol.8 , pp. 333-344
    • Basser, P.J.1
  • 23
    • 0000013152 scopus 로고
    • On the statistical analysis of dirty pictures
    • 0035-9246.
    • J. Besag, " On the statistical analysis of dirty pictures.," J. R. Stat. Soc. Ser. B (Methodol.) 0035-9246 48, 259-302 (1986).
    • (1986) J. R. Stat. Soc. Ser. B (Methodol.) , vol.48 , pp. 259-302
    • Besag, J.1
  • 24
    • 0034745001 scopus 로고    scopus 로고
    • Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm
    • DOI 10.1109/42.906424, PII S027800620100800X
    • Y. Zhang, M. Brady, and S. Smith, " Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm.," IEEE Trans. Med. Imaging 0278-0062 20, 45-57 (2001). 10.1109/42.906424 (Pubitemid 32293419)
    • (2001) IEEE Transactions on Medical Imaging , vol.20 , Issue.1 , pp. 45-57
    • Zhang, Y.1    Brady, M.2    Smith, S.3
  • 25
    • 0029828575 scopus 로고    scopus 로고
    • Diffusion tensor MR imaging of the human brain
    • C. Pierpaoli, P. Jezzard, P. J. Basser, A. Barnett, and G. D. Chiro, " Diffusion tensor MR imaging of the human brain.," Radiology 0033-8419 201, 637-648 (1996). (Pubitemid 26392608)
    • (1996) Radiology , vol.201 , Issue.3 , pp. 637-648
    • Pierpaoli, C.1    Jezzard, P.2    Basser, P.J.3    Barnett, A.4    Di Chiro, G.5
  • 28
    • 0035498039 scopus 로고    scopus 로고
    • Spatial transformations of diffusion tensor magnetic resonance images
    • DOI 10.1109/42.963816, PII S0278006201100066
    • D. C. Alexander, C. Pierpaoli, P. J. Basser, and J. C. Gee, " Techniques for spatial normalization of diffusion tensor images.," Proc. SPIE 0277-786X 3979, 470-481 (2000). 10.1117/12.387708 (Pubitemid 33106067)
    • (2001) IEEE Transactions on Medical Imaging , vol.20 , Issue.11 , pp. 1131-1139
    • Alexander, D.C.1    Pierpaoli, C.2    Basser, P.J.3    Gee, J.C.4
  • 29
  • 30
    • 33845341464 scopus 로고    scopus 로고
    • Estimation of white matter connectivity based on a three-dimensional directional diffusion function in diffusion tensor MRI
    • DOI 10.1118/1.2374855, 019612MPH
    • S. Kumazawa, T. Yoshiura, H. Arimura, F. Mihara, H. Honda, Y. Higashida, and F. Toyofuku, " Estimation of white matter connectivity based on a three-dimensional directional diffusion function in diffusion tensor MRI.," Med. Phys. 0094-2405 33, 4643-4652 (2006). 10.1118/1.2374855 (Pubitemid 44868102)
    • (2006) Medical Physics , vol.33 , Issue.12 , pp. 4643-4652
    • Kumazawa, S.1    Yoshiura, T.2    Arimura, H.3    Mihara, F.4    Honda, H.5    Higashida, Y.6    Toyofuku, F.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.