• DocumentCode
    1997338
  • Title

    Novel Controlled Attenuation Parameter for the evaluation of fatty liver disease

  • Author

    Sasso, Magali ; Miette, Véronique ; Sandrin, Laurent

  • Author_Institution
    R&D Dept., Echosens, Paris, France
  • fYear
    2009
  • fDate
    20-23 Sept. 2009
  • Firstpage
    2256
  • Lastpage
    2259
  • Abstract
    There is a need for novel non-invasive methods to detect and quantify steatosis which is an intracellular accumulation of fat in the liver that can be associated in many cases with hepatitis. A novel attenuation parameter named Controlled Attenuation Parameter (CAP) has been developed to process the raw ultrasonic signals acquired by the Fibroscan® which is an ultrasound-based VCTE¿ device used to diagnose liver disease. Performance of the CAP parameter to detect and quantify steatosis is assessed in a large multi-etiology cohort of 495 patients, taking the histologic staging of steatosis as a reference. CAP is found to be significantly correlated to steatosis and its values are significantly different in each steatosis stages. Diagnosis performances were assessed using the ROC curves. Areas under ROC curves were found to be equal to 0.85 and 0.90 for the diagnosis of more than 10% and 33% of fatty deposit, respectively. Results obtained in this first preliminary study are very promising. Combination of both CAP and liver stiffness measurement may improve liver diseases diagnosis performance.
  • Keywords
    biomedical ultrasonics; cellular biophysics; diseases; liver; medical signal processing; patient diagnosis; sensitivity analysis; Fibroscan; ROC curves; controlled attenuation parameter; fatty liver disease diagnosis; hepatitis; intracellular fat accumulation; large multi-etiology cohort; steatosis; ultrasonic signals; ultrasound-based VCTE device; Alcoholism; Ash; Attenuation; Biopsy; Impedance; Liver diseases; Research and development; Signal processing; Ultrasonic imaging; Ultrasonic variables measurement; attenuation; fatty liver disease; liver; steatosis; tissue caracterization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Ultrasonics Symposium (IUS), 2009 IEEE International
  • Conference_Location
    Rome
  • ISSN
    1948-5719
  • Print_ISBN
    978-1-4244-4389-5
  • Electronic_ISBN
    1948-5719
  • Type

    conf

  • DOI
    10.1109/ULTSYM.2009.5441681
  • Filename
    5441681