Title :
Partial volume effect in quantitative magnetic resonance perfusion imaging
Author :
Chen, J.J. ; Smith, M.R. ; Frayne, R.
Author_Institution :
Dept. of Electr. Eng. & Comput. Eng., Calgary Univ., Alta., Canada
Abstract :
In dynamic-susceptibility contrast (DSC) magnetic resonance (MR) perfusion imaging, the cerebral blood flow (CBF) is estimated from the tissue residue function obtained through deconvolution of the contrast concentration functions. However, the reliability of CBF estimates obtained by deconvolution is sensitive to various distortions. Among the most prominent experimental limitations is the image spatial resolution, leading to partial volume effect (PVE), which arises when the size of the voxel exceeds the volume containing the arterial input signal. PVE results in distortion of the arterial input function (AIF), and directly leads to miscalculation of the CBF. This work demonstrates the degree of the CBF estimation bias that could develop as a result of PVE.
Keywords :
biomedical MRI; blood vessels; brain; deconvolution; haemodynamics; haemorheology; image resolution; magnetic susceptibility; medical signal processing; arterial input signal; cerebral blood flow; contrast concentration function; deconvolution; dynamic-susceptibility contrast; image spatial resolution; magnetic resonance perfusion imaging; partial volume effect; tissue residue function; Arteries; Blood; Brain; Convolution; Equations; Independent component analysis; Magnetic resonance; Magnetic resonance imaging; Tellurium; Volume measurement; CBF calibration; arterial input function; cerebral blood flow; dynamic susceptibility contrast; partial volume effect; perfusion-weighted imaging;
Conference_Titel :
Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-8439-3
DOI :
10.1109/IEMBS.2004.1403364