• DocumentCode
    1823524
  • Title

    A Technique for the Computation of Lower Leg Muscle Volume from MRI Images in the context of Venous Return

  • Author

    ÓLaighin, Gearóid ; Broderick, Barry J. ; Clarke-Moloney, Mary ; Wallis, Fintan ; Grace, Pierce A.

  • Author_Institution
    Dept. of Electron. Eng., Nat. Univ. of Ireland, Galway, Ireland
  • fYear
    2007
  • fDate
    22-26 Aug. 2007
  • Firstpage
    951
  • Lastpage
    954
  • Abstract
    A technique to automatically calculate the volume of a patient´s calf muscle using MRI scans in the context of venous insufficiency is presented. Rather than giving a quantifiable measurement of volume, the technique provides a pixel count which can be used to compare the calf muscle volume of one leg of a patient against the other in the context of unilateral leg ulcers or to compare one patient´s calf muscle volume against another patient. A custom Matlab program reads the MRI scans (in the form of JPEG images) and determines the number of pixels (right and left limbs separately) that fall within a user defined gray-scale band, designated as being muscle. The output from the Matlab program was compared with a manual counting method. The pixel counting algorithm was found to have an acceptable accuracy with results indicating a percentage difference from the manual method of between 2 and 9.5%.
  • Keywords
    biomedical MRI; medical image processing; muscle; volume measurement; JPEG images; MRI images; Matlab; calf muscle volume; gray scale band; lower leg muscle volume computation; pixel counting algorithm; unilateral leg ulcer; venous return; Biomedical engineering; Blood; Hospitals; Image coding; Leg; MATLAB; Magnetic resonance imaging; Muscles; Veins; Volume measurement; Blood Flow Velocity; Humans; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Leg; Magnetic Resonance Imaging; Muscle, Skeletal; Organ Size; Regional Blood Flow; Veins;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
  • Conference_Location
    Lyon
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-0787-3
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2007.4352449
  • Filename
    4352449