• DocumentCode
    2029456
  • Title

    Random-grid stereology applied to MR head scans

  • Author

    Lee, Kian K. ; Rajapakse, Jagath C.

  • Author_Institution
    Sch. of Appl. Eng., Nanyang Technol. Univ., Singapore
  • Volume
    3
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    916
  • Abstract
    Fixed-grid 3D stereology uses a randomly placed 3D parallelepiped grid for sampling image space to generate test points. Though this is an efficient technique, the use of the fixed-grid introduces errors in the final estimate. Random-grid 3D stereology was introduced to improve the accuracy while maintaining a high efficiency (J.C. Rajapakse and K.K. Lee, 1998). The authors apply random-grid 3D stereology for volumetry of human brain and ventricles in MR head scans. They demonstrate superior efficiency and accuracy of random-grid stereology compared to fixed-grid stereology when applied to MR head scans. Also, the effects of grid sizes and the optimal directions of sectioning on volume estimates of the brain and ventricles are investigated
  • Keywords
    biomedical MRI; brain; medical image processing; random processes; stereo image processing; MR head scans; fixed-grid stereology; grid sizes; human brain; image space sampling; optimal directions; random-grid stereology; randomly placed 3D parallelepiped grid; sectioning; test points; ventricles; volume estimates; Fatigue; Humans; Image segmentation; Magnetic heads; Mesh generation; Neoplasms; Sampling methods; Space technology; System testing; Volume measurement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Information Processing, 1999. Proceedings. ICONIP '99. 6th International Conference on
  • Conference_Location
    Perth, WA
  • Print_ISBN
    0-7803-5871-6
  • Type

    conf

  • DOI
    10.1109/ICONIP.1999.844659
  • Filename
    844659