• DocumentCode
    2139200
  • Title

    MedIDEA — Medical image data extraction and analysis

  • Author

    Kratochvil, Michal ; Vcelak, Petr ; Kleckova, Jana ; Rohan, Vladimir

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Univ. of West Bohemia in Pilsen, Plzen, Czech Republic
  • fYear
    2012
  • fDate
    16-18 Oct. 2012
  • Firstpage
    319
  • Lastpage
    323
  • Abstract
    The most indicated imaging technique before operations is computed tomography. Preoperative deliberation requires not only its own evaluation of pathological findings, but also the overall anatomy, perfusion and volume of various anatomical parts, which must be accurately identified. There is a wide range for computer-assisted diagnosis, which should reduce and refine the assessment carried out by man and help better decide on the appropriate therapeutic procedure (resection, multiphase power, chemotherapy, ablation methods), and, among other things, reduce the number of unnecessary surgical procedures while on the other hand enabling the implementation of extensive resection. We aims to create a comprehensive system for computed imaging, which would allow the detection and analysis of focal lesions, determination of their segmental localisation, assessment of perfusion conditions and performance of a virtual resection including the establishment of volume resected and organ remaining. Such a system is not yet commercially available.
  • Keywords
    computerised tomography; feature extraction; medical image processing; object detection; MedIDEA; computed imaging; computed tomography; computer-assisted diagnosis; focal lesion analysis; focal lesion detection; medical image data analysis; medical image data extraction; perfusion condition assessment; segmental localisation determination; therapeutic procedure; virtual resection; active appearance models; computed tomography; contrast transitions; medical image segmentation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Engineering and Informatics (BMEI), 2012 5th International Conference on
  • Conference_Location
    Chongqing
  • Print_ISBN
    978-1-4673-1183-0
  • Type

    conf

  • DOI
    10.1109/BMEI.2012.6513206
  • Filename
    6513206