• DocumentCode
    2153578
  • Title

    Measurement of Relative Brain Atrophy in Neurodegenerative Diseases

  • Author

    Abdala, Daniel Duarte ; Wangenheim, Av.

  • Author_Institution
    Dept. of Comput. Sci. & Stat., Univ. Fed. de Santa Catarina, Florianopolis
  • fYear
    0
  • fDate
    0-0 0
  • Firstpage
    365
  • Lastpage
    370
  • Abstract
    This paper presents a new methodology to be used in measuring brain atrophy on imaging exams of patients with neurodegenerative diseases. The methods foresee the usage of a mean brain that serves as a reference volume. Color maps were created following a cold-hot color scheme where highlighted regions of atrophy based on the standard deviation and mean values voxel-wise of the mean brain. Direct measures of the atrophy grade were obtained by statistical comparisons between the mean brain volume and regions identified as atrophied. The proposed method was evaluated using 35 patients, 16 had been previously diagnosed as Alzheimer cases, 7 as MCI, 2 as vascular dementia and 10 as complainers. The mean brain used in this study was created using affine transformations to drive the necessary volume registration and were composed of healthy patients. All diagnostics followed a neuropsychological protocol
  • Keywords
    affine transforms; biomedical MRI; brain; diseases; image colour analysis; image registration; medical image processing; neurophysiology; statistical analysis; Alzheimer cases; MCI; affine transformations; cold-hot color scheme; color maps; mean brain volume; neurodegenerative diseases; relative brain atrophy; statistical comparisons; vascular dementia; volume registration; Anatomy; Atrophy; Computer science; Dementia; Diseases; Laboratories; Protocols; Statistics; Telemedicine; Volume measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer-Based Medical Systems, 2006. CBMS 2006. 19th IEEE International Symposium on
  • Conference_Location
    Salt Lake City, UT
  • ISSN
    1063-7125
  • Print_ISBN
    0-7695-2517-1
  • Type

    conf

  • DOI
    10.1109/CBMS.2006.112
  • Filename
    1647596