• DocumentCode
    139861
  • Title

    Optimized methodology for neonatal diffusion tensor imaging processing and study-specific template construction

  • Author

    Evangelou, Iordanis E. ; Serag, Ahmed ; Bouyssi-Kobar, Marine ; Plessis, Adre J. Du ; Limperopoulos, Catherine

  • Author_Institution
    Div. of Diagnostic Imaging & Radiol., Adv. Pediatric Brain Imaging Lab., Washington, DC, USA
  • fYear
    2014
  • fDate
    26-30 Aug. 2014
  • Firstpage
    2372
  • Lastpage
    2375
  • Abstract
    Diffusion tensor imaging (DTI) has been widely used to study cerebral white matter microstructure in vivo. There is a plethora of open source tools available to perform pre-processing, analysis and template or atlas construction, however very few have been optimized for use with neonatal DTI data. Here we present a fully automated modular pipeline optimized for neonatal DTI data and the construction of study-specific tensor templates. We compare our methodology to an existing one. It is anticipated that the construction of population or study-specific templates will facilitate better group comparisons of neonatal populations both in health and disease.
  • Keywords
    biodiffusion; biomedical MRI; brain; medical image processing; paediatrics; atlas construction; cerebral white matter microstructure; neonatal DTI data; neonatal diffusion tensor imaging processing; open source tools; study-specific tensor template construction; Diffusion tensor imaging; Diseases; Measurement; Pediatrics; Tensile stress;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
  • Conference_Location
    Chicago, IL
  • ISSN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2014.6944098
  • Filename
    6944098