• DocumentCode
    179453
  • Title

    Real-time implementation of a novel algorithm for ultrasound freehand elastography of breast lesions

  • Author

    Ramalli, Alessandro ; Bassi, L. ; Boni, Enrico ; Ricci, Stefano ; Giannotti, Elisabetta ; Abdulcadir, Dalmar ; Nori, Jacopo ; Tortoli, Piero

  • Author_Institution
    Inf. Eng. Dept., Univ. degli Studi di Firenze, Florence, Italy
  • fYear
    2014
  • fDate
    4-9 May 2014
  • Firstpage
    5158
  • Lastpage
    5161
  • Abstract
    The classification of breast lesions represents a main concern in current senology diagnostic practice. B-mode imaging plays a major role, but the specificity is still too low, since no information on tissue stiffness is directly provided. An original freehand elastography method, based on a Fourier domain displacement estimator, has been recently proposed and proved capable of producing off-line robust estimates of phantoms elasticity. In order to permit in-vivo examinations of breast lesions, a real-time version of the proposed method has been implemented in the research scanner ULA-OP, designed at the University of Florence. In a preliminary test on patients the proposed method detected 36 lesions (11 softer, 14 harder and 11 having the same elasticity than the surrounding tissue). The same lesions were classified as malignant (5) and benign (31) by an experienced sonographer through B-mode analysis.
  • Keywords
    Fourier transforms; biomedical ultrasonics; cancer; image classification; medical image processing; phantoms; B-mode imaging; Fourier domain displacement estimator; breast lesion classification; breast lesion in-vivo examination; phantom elasticity; senology diagnostic; tissue stiffness; ultrasound freehand elastography; Breast; Estimation; Lesions; Phantoms; Real-time systems; Strain; Displacement estimation; Fourier domain; Free-hand elastography; Quasi-static elastography; real-time;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
  • Conference_Location
    Florence
  • Type

    conf

  • DOI
    10.1109/ICASSP.2014.6854586
  • Filename
    6854586