Efficient Sensitivity Based Reconstruction Technique to Accomplish Breast Hyperelastic Elastography.

Hyperelastic models have been acknowledged as constitutive equations which reliably model the nonlinear behaviors observed from soft tissues under various loading conditions. Among them, the Mooney-Rivlin, Yeoh, and polynomial models have been proved capable of accurately modeling responses of breas...

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Publicado en:BioMed Research International pp. 1 - 17
Autores principales: Dastjerdi, Maryam Mehdizadeh, Fallah, Ali, Rashidi, Saeid
Formato: diagnostic images equations & formulas pictorial research tables/charts Journal Article
Publicado: Wiley-Blackwell 11/25/2018
Acceso en línea:Ver este registro en EBSCOhost
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      jtl: BioMed Research International
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      dt: 11/25/2018
      pid: 480
      pub: Wiley-Blackwell
      place: Malden, Massachusetts
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        10.1155/2018/3438470
        133182837
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        atl: Efficient Sensitivity Based Reconstruction Technique to Accomplish Breast Hyperelastic Elastography.
      aug:
        au:
          Dastjerdi, Maryam Mehdizadeh
          Fallah, Ali
          Rashidi, Saeid
        affil: Department of Biomedical Engineering, Amirkabir University of Technology (AUT), Tehran 15875-4413, Iran
      sug:
        subj:
          Sensitivity and Specificity
          Ultrasonography Methods
          Image Processing, Computer Assisted Methods
          Breast Ultrasonography
          Breast Pathology
          Human
          Radio Waves
          Breast Tissue Density
      ab: Hyperelastic models have been acknowledged as constitutive equations which reliably model the nonlinear behaviors observed from soft tissues under various loading conditions. Among them, the Mooney-Rivlin, Yeoh, and polynomial models have been proved capable of accurately modeling responses of breast tissues to applied compressions. Hyperelastic elastography technique takes advantage of the disparities between hyperelastic parameters of varied tissues and the change in hyperelastic parameters in pathological processes. The precise reconstruction of hyperelastic parameters of a completely unknown pathology in the breast in a noninvasive and nondestructive way using the ultrasound elastography has been scrutinized in this paper. In the ultrasound elastography, tissue displacement field is extracted from radio frequency signals or images recorded using the ultrasound medical imaging system; hence the exact displacement field might not be obtained. Our results indicate that the parameters estimated by manipulating the iterative sensitivity-matrix based method converge to tissue’s real hyperelastic parameters providing appropriate parameters are assigned to the hypothetical hyperelastic and regularization parameters. Iterative methods have therefore been proposed to compute proper hypothetical hyperelastic and regularization parameters. Accurate estimates of hyperelastic parameters of obscure breast pathology have been achieved even from imprecise measurements of displacements induced in the tissue by the ramp excitation.
      pubtype: Academic Journal
      doctype:
        diagnostic images
        equations & formulas
        pictorial
        research
        tables/charts
        Journal Article
      ougenre: Article
    language: English
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