DocumentCode
2570965
Title
Deblurring of probabilistic ODFs in quantitative diffusion MRI
Author
Tristán-Vega, Antonio ; Aja-Fernández, Santiago ; Westin, Carl-Fredrik
Author_Institution
Lab. de Procesado de Imagen, Spain
fYear
2012
fDate
2-5 May 2012
Firstpage
932
Lastpage
935
Abstract
The Funk-Radon Transform allows to approximate the central section integral of the diffusion signal to compute probabilistic Orientation Distribution Functions (ODF) of fiber populations, provided the behavior for the b-values not acquired is known. To relax the latter demand, it has been proposed to compute instead the integral inside the disk defined in the central section by the b-value acquired. The price to pay is low-pass filtering the ODF, cropping the information it provides. We propose a method to palliate this problem with negligible computational overload. Not only it improves the accuracy in the determination of the diffusion directions, but it also refines the crossing angles that can be resolved.
Keywords
biodiffusion; biomedical MRI; data acquisition; filtering theory; low-pass filters; medical signal processing; probability; transforms; Funk-Radon transform; b-value acquisition; central section integral; diffusion signal; low-pass filtering; probabilistic orientation distribution function deblurring; quantitative diffusion MRI; Computational modeling; Convolution; Eigenvalues and eigenfunctions; Magnetic resonance imaging; Probabilistic logic; Tensile stress; Transforms; Diffusion MRI; HARDI; ODF; OPDT;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on
Conference_Location
Barcelona
ISSN
1945-7928
Print_ISBN
978-1-4577-1857-1
Type
conf
DOI
10.1109/ISBI.2012.6235709
Filename
6235709
Link To Document