• DocumentCode
    1348438
  • Title

    Advantages of stereological methods in biomedicine. Efficiently obtaining unbiased estimates of geometrical characteristics for 3-D structures

  • Author

    Kubínová, Lucie

  • Author_Institution
    Dept. of Biomath., Inst. of Physiol., Prague, Czech Republic
  • Volume
    17
  • Issue
    2
  • fYear
    1998
  • Firstpage
    110
  • Lastpage
    115
  • Abstract
    Presents a short introduction to stereology and an overview of stereological methods focused on estimation of geometrical characteristics such as volume, surface area, and number. Disector and fakir methods are described in more detail as examples of more recent stereological methods. Computer-aided stereology is also discussed. The authors attempt to show the advantages of stereological methods, beginning with “old” methods such as the Cavalieri principle or point-counting method, up to the most recent methods. In principle, design-based stereological methods are the choice in morphometry whenever unbiased estimates of geometrical characteristics of 3-D structure are required to be obtained in an efficient way. Manual evaluation of sections (or projections) by using stereological test systems is usually preferable to manual tracing of profile contours as well as to automatic segmentation by image analysis. The former is often inefficient and unprecise, and the second is not always feasible, as in biology where the problems with computer-aided segmentation of structural components are frequent. In stereology, the principles, being based on rigorous theoretical results, are precisely defined, which enables not only experimental but also theoretical studies of their efficiency. Thus, it is possible to find for each specific measurement efficient stereological procedures and sampling designs that give reliable results
  • Keywords
    area measurement; image segmentation; medical image processing; reviews; stereo image processing; volume measurement; 3-D structures; Cavalieri principle; automatic segmentation; biomedicine; geometrical characteristics; image analysis; manual tracing; morphometry; point-counting method; profile contours; sampling designs; stereological methods; structural components; unbiased estimates; Biological system modeling; Biology computing; Biomedical measurements; Cells (biology); Engine cylinders; Humans; Image reconstruction; Neurons; Solid modeling; Surface reconstruction;
  • fLanguage
    English
  • Journal_Title
    Engineering in Medicine and Biology Magazine, IEEE
  • Publisher
    ieee
  • ISSN
    0739-5175
  • Type

    jour

  • DOI
    10.1109/51.664039
  • Filename
    664039