• DocumentCode
    2029310
  • Title

    Registration of multi-modality medical images by soft computing approach

  • Author

    Hata, Yuki ; Kobashi, Shoji ; Hirano, Shoji ; Ishikawa, Makoto

  • Author_Institution
    Dept. of Comput. Eng., Himeji Inst. of Technol., Hyogo, Japan
  • Volume
    3
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    878
  • Abstract
    The paper introduces registration systems of multi-modality medical images and describes the practical systems related to brain science. A possibility for applying soft computing techniques is also shown. First we describe a registration system of computed tomography image and magnetic resonance angiography image of a human brain. This registration system is used to demonstrate anatomical location information of vascular lesion from the surface of the human skull. We next describe a registration system of magnetic resonance (MR) image and positron emission transmission (PET) image. The MR image can produce neuroanatomical information, and the PET image quantifies metabolic pathways in vivo. In both systems, we describe a possibility of soft computing techniques
  • Keywords
    biomedical MRI; evolutionary computation; fuzzy logic; image registration; medical image processing; positron emission tomography; MR image; PET image; anatomical location information; brain science; computed tomography image; human brain; human skull; magnetic resonance angiography image; magnetic resonance image; metabolic pathways; multi-modality medical image registration; multi-modality medical images; neuroanatomical information; positron emission transmission image; registration systems; soft computing approach; soft computing techniques; vascular lesion; Angiography; Biomedical imaging; Computed tomography; Humans; In vivo; Lesions; Magnetic resonance; Positron emission tomography; Radioactive decay; Skull;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Information Processing, 1999. Proceedings. ICONIP '99. 6th International Conference on
  • Conference_Location
    Perth, WA
  • Print_ISBN
    0-7803-5871-6
  • Type

    conf

  • DOI
    10.1109/ICONIP.1999.844653
  • Filename
    844653