• DocumentCode
    2636871
  • Title

    Automatic delimitation of lung fields on chest radiographs

  • Author

    Mendonca, Ana Maria ; Da Silva, Jorge Alves ; Campilho, Aurélio

  • Author_Institution
    Lab. de Sinai e Imagem Biomedica, Instituto de Engenharia Biomedica, Porto, Portugal
  • fYear
    2004
  • fDate
    15-18 April 2004
  • Firstpage
    1287
  • Abstract
    The purpose of the research herein presented is the automatic delimitation of lung fields in posterior-anterior digital chest radiographs. In a computer-aided diagnosis system the precise location of the lungs is important as it allows the reduction of the region under analysis, decreasing the computation time and facilitating data compression. Furthermore, it allows the delimitation of the search area, easing the selective tuning of the abnormalities detection algorithms. The results produced by the automatic method were validated by comparison with manual contours traced by experienced radiologists. Two programs with friendly interfaces were developed for this purpose.
  • Keywords
    data compression; diagnostic radiography; lung; medical diagnostic computing; automatic delimitation; computation time; computer-aided diagnosis; data compression; detection algorithm; lung fields; posterior-anterior digital chest radiographs; Biomedical imaging; Computer aided diagnosis; Data compression; Detection algorithms; Diagnostic radiography; Filters; Image analysis; Image edge detection; Image segmentation; Lungs;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging: Nano to Macro, 2004. IEEE International Symposium on
  • Print_ISBN
    0-7803-8388-5
  • Type

    conf

  • DOI
    10.1109/ISBI.2004.1398781
  • Filename
    1398781