• DocumentCode
    595270
  • Title

    Automated detection of skeletal muscle twitches from B-mode ultrasound images: An application to motor neuron disease

  • Author

    Harding, P.J. ; Hodson-Tole, E.F. ; Cunningham, Robert ; Loram, I. ; Costen, Nicholas

  • Author_Institution
    Fac. of Sci. & Eng., Manchester Metropolitan Univ., Manchester, UK
  • fYear
    2012
  • fDate
    11-15 Nov. 2012
  • Firstpage
    2630
  • Lastpage
    2633
  • Abstract
    The presence of involuntary muscle twitches is a diagnostic indicator of neurodegenerative diseases, such as motor neurone disease (MND), but current methods of twitch detection are invasive and pose potential risks to patients. We present a method by which standard B-mode ultrasound can be used to automatically identify muscle twitches similar to those found in patients with MND. The results of initial experimentation are presented, and we show that this technique can detect muscle twitches with a high degree of accuracy.
  • Keywords
    biomedical ultrasonics; diseases; image sequences; medical image processing; neurophysiology; object detection; statistical analysis; B-mode ultrasound images; MND; automated skeletal muscle twitch detection; automatic muscle twitch identification; diagnostic indicator; involuntary muscle twitch presence; motor neuron disease; neurodegenerative diseases; statistical measure; Accuracy; Biomedical imaging; Blood vessels; Diseases; Muscles; Tracking; Ultrasonic imaging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition (ICPR), 2012 21st International Conference on
  • Conference_Location
    Tsukuba
  • ISSN
    1051-4651
  • Print_ISBN
    978-1-4673-2216-4
  • Type

    conf

  • Filename
    6460706