• DocumentCode
    710887
  • Title

    Intensity inhomogeneity correction in clinical pediatric spinal cord MRI images

  • Author

    Alizadeh, Mahdi ; Mohamed, Feroze B. ; Faro, Scott H. ; Shah, Pallav ; Conklin, Chris J. ; Middleton, Devon M. ; Saksena, Sona ; Shahrampour, Shiva ; Mulcahey, M.J.

  • Author_Institution
    Dept. of Bioeng., Temple Univ., Philadelphia, PA, USA
  • fYear
    2015
  • fDate
    17-19 April 2015
  • Firstpage
    1
  • Lastpage
    2
  • Abstract
    Intensity inhomogeneity correction is one of the challenges in Magnetic Resonance Imaging (MRI). Correction of intensity inhomogeneity for spinal cord images is more difficult than brain images because of the small size of homogeneous regions such as gray and white matter structures in a spinal cord. In this paper we present a pixel based correction method called Improved Adaptive Gamma Correction Method (IAGCM). Several qualitative and quantitative evaluations were tested on spinal cord images on seven healthy and three subjects with spinal cord injury. Contrast to Noise Ratio (CNR) and Signal to Noise Ratio (SNR) for different parameters of “p” were considered as quantitative evaluation. Qualitative evaluations were performed by scoring of images by an independent board certified neuroradiologist on images applied with pseudo color transformation. Overall the results showed improvement in the CNR of the corrected images. In conclusion, the proposed IAGCM method is a simple method to implement and performed well in improving the image quality of spinal cord images.
  • Keywords
    biomedical MRI; brain; image colour analysis; injuries; medical image processing; neurophysiology; paediatrics; CNR; IAGCM method; Improved Adaptive Gamma Correction Method; SNR; brain images; clinical pediatric spinal cord MRI images; contrast to noise ratio; gray matter structures; homogeneous regions; image quality; image scoring; intensity inhomogeneity correction; magnetic resonance imaging; neuroradiologist; pixel based correction method; pseudo color transformation; signal to noise ratio; spinal cord injury; white matter structures; Color; Image color analysis; Magnetic resonance imaging; Nonhomogeneous media; Signal to noise ratio; Spinal cord; Inhomogeneity correction; adaptive gamma correction; pseudo-color transformation; spinal cord;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Engineering Conference (NEBEC), 2015 41st Annual Northeast
  • Conference_Location
    Troy, NY
  • Print_ISBN
    978-1-4799-8358-2
  • Type

    conf

  • DOI
    10.1109/NEBEC.2015.7117144
  • Filename
    7117144