• 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