• DocumentCode
    1707493
  • Title

    Analysis of the trade-offs between manual and computer-based stereology/classification

  • Author

    Markowitz, Z. ; Loew, M.H.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., George Washington Univ., DC, USA
  • fYear
    2003
  • Firstpage
    87
  • Lastpage
    88
  • Abstract
    Estimation of volume, surface area, area, length and number in stereology is based on a manual count of the number of intersections between the feature of interest and a specific low-resolution geometrical test probe. It is usually a tedious and imprecise process, hut benefits from the user´s ability to identify the feature of interest. In computer-based stereology, by contrast, a high-resolution test probe is used, generally yielding greater precision but suffering from imperfection of the automated classification. The trade-offs between manual and computer-based stereology are introduced and the conditions under which each is advantageous are defined.
  • Keywords
    biological techniques; biology computing; image classification; image resolution; medical image processing; area; automated classification imperfection; biologists; computer-based stereology/classification; feature of interest; high-resolution test probe; histologists; length; manual count; manual stereology/classification; number; number of intersections; pathologists; precision; specific low-resolution geometrical test probe; surface area; trade-offs; volume; Biology computing; Biomedical computing; Computer errors; Concurrent computing; Humans; Image processing; Labeling; Pixel; Probes; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioengineering Conference, 2003 IEEE 29th Annual, Proceedings of
  • Print_ISBN
    0-7803-7767-2
  • Type

    conf

  • DOI
    10.1109/NEBC.2003.1216005
  • Filename
    1216005