DocumentCode
3507959
Title
Construction and evaluation of a quantitative arterial spin labeling brain perfusion template at 3T
Author
Petr, Jan ; Ferre, Jean-Christophe ; Bannier, Elise ; Raoult, Hélène ; Gauvrit, Jean-Yves ; Barillot, Christian
Author_Institution
VisAGeS Project-Team, INRIA, Rennes, France
fYear
2011
fDate
March 30 2011-April 2 2011
Firstpage
1035
Lastpage
1038
Abstract
Arterial spin labeling (ASL) allows non-invasive imaging and quantification of brain perfusion by magnetically labeling blood in the brain-feeding arteries. ASL has been used to study cerebrovascular diseases, brain tumors and neurodegenerative disorders as well as for functional imaging. The use of a perfusion template could be of great interest to study inter-subject regional variation of perfusion and to perform automatic detection of individual perfusion abnormalities. However, low spatial resolution and partial volume effects (PVE) issues inherent to ASL acquisitions remain to be solved. The purpose of this study is to enhance the template quality by using DARTEL non-rigid registration and by correcting for PVE. PICORE-Q2TIPS ASL datasets were acquired on 25 healthy volunteers at 3T. Four methods of creating the template were evaluated using leave-one-out cross correlation. Subsequently, these methods were applied to hyper-perfusion detection on functional ASL data of 8 healthy volunteers and compared with the standard generalized linear model (GLM) activation detection.
Keywords
biomedical MRI; blood vessels; brain; diseases; image registration; medical disorders; medical image processing; tumours; DARTEL nonrigid registration; PICORE-Q2TIPS ASL dataset; arterial spin labeling brain perfusion template; brain tumor; brain-feeding artery; cerebrovascular disease; magnetic flux density 3 T; magnetically labeling blood; neurodegenerative disorder; noninvasive imaging; partial volume effect; standard generalized linear model; Blood; Image segmentation; Labeling; Magnetic resonance imaging; Pixel; Signal to noise ratio; MRI; arterial spin labeling; atlases; functional MRI; partial volume;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Imaging: From Nano to Macro, 2011 IEEE International Symposium on
Conference_Location
Chicago, IL
ISSN
1945-7928
Print_ISBN
978-1-4244-4127-3
Electronic_ISBN
1945-7928
Type
conf
DOI
10.1109/ISBI.2011.5872578
Filename
5872578
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