• DocumentCode
    2813541
  • Title

    An XML-based process definition language for medical image understanding

  • Author

    Zhao, Oa-Zhe ; Li, Wei ; Yang, Jin-Zhu

  • Author_Institution
    Key Lab. of Med. Image, Comput. of Minist. of Educ., Univ. of Northeastern, Shenyang, China
  • Volume
    1
  • fYear
    2010
  • fDate
    22-24 Oct. 2010
  • Abstract
    Medical image understanding is a computing process of object recognition in medical image using computer vision, applied mathematics, signal analysis and artificial intelligence. This paper provides a medical image understanding process definition language (MPDL) which aims at solving the problem of object recognition in medical image and satisfying the requisition of stable and high precision medical image analysis software engineering. MPDL supports coding, debugging, maintenance and share of medical image understanding algorithm. A software component model of medical image understanding algorithm and a mechanism of mapping and synchronization between component and process node in medical image understanding process are represented. The method of validating a medical image understanding process definition is showed in addition. The rationality and applicability of this language is validated by a platform of medical image understanding algorithm development which uses MPDL.
  • Keywords
    XML; artificial intelligence; computer vision; medical image processing; object recognition; object-oriented programming; software engineering; specification languages; MPDL; XML-based process definition language; applied mathematics; artificial intelligence; computer vision; medical image analysis software engineering; medical image understanding algorithm; medical image understanding process definition language; object recognition; signal analysis; software component model; Image segmentation; Medical diagnostic imaging; Robustness; Streaming media; Variable speed drives; XML; algorithm component; domain specific language; medical image understanding; process definition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Application and System Modeling (ICCASM), 2010 International Conference on
  • Conference_Location
    Taiyuan
  • Print_ISBN
    978-1-4244-7235-2
  • Electronic_ISBN
    978-1-4244-7237-6
  • Type

    conf

  • DOI
    10.1109/ICCASM.2010.5619267
  • Filename
    5619267