DocumentCode
2719332
Title
Theory and applications of diffusion MRI
Author
Leemans, Alexander
Author_Institution
Med. Centre, Image Sci. Inst., Univ. of Utrecht, Utrecht, Netherlands
fYear
2010
fDate
14-17 April 2010
Firstpage
628
Lastpage
631
Abstract
Boosted by the tremendous success of diffusion tensor MRI, which led to the first in vivo and non-invasive characterization of microstructural tissue properties, many advancements in diffusion MRI have been made during the last decade. With new methodological developments in data acquisition, modeling, pre-processing, analysis, and visualization, diffusion MRI is rapidly becoming a standard addition to clinical MRI, especially, for investigating brain white matter architecture. In this work, an overview of methods and applications in diffusion MRI is presented. In particular, concepts underlying diffusion tensor MRI are discussed, techniques for reconstructing fiber pathways (both deterministically and probabilistically) are described, and the “crossing fibers” issue is explained.
Keywords
biological tissues; biomedical MRI; brain; deterministic algorithms; image reconstruction; medical image processing; neurophysiology; probability; brain white matter architecture; crossing fibers; data acquisition; deterministic tractography; diffusion tensor MRI; fiber pathway reconstruction; image preprocessing; in vivo characterization; microstructural tissue properties; noninvasive characterization; probabilistic tractography; Anisotropic magnetoresistance; Biomedical imaging; Brain modeling; Data acquisition; Data visualization; Diffusion tensor imaging; Eigenvalues and eigenfunctions; In vivo; Magnetic resonance imaging; Tensile stress; Crossing Fibers; Deterministic & Probabilistic Tractography; Diffusion MRI; Diffusion Tensor Imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Imaging: From Nano to Macro, 2010 IEEE International Symposium on
Conference_Location
Rotterdam
ISSN
1945-7928
Print_ISBN
978-1-4244-4125-9
Electronic_ISBN
1945-7928
Type
conf
DOI
10.1109/ISBI.2010.5490100
Filename
5490100
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