Title : Microwave tomographic imaging for breast cancer

نویسندگان

  • Leila Gharsalli
  • Hacheme Ayasso
  • Bernard Duchêne
  • Ali Mohammad-Djafari
چکیده

Microwave imaging has received a great amount of interest in last few decades in view of biomedical applications such as breast tumor detection. The potential advantages of microwave imaging as an alternative to X ray Computed Tomography (CT) are: i) the non negligible contrast that exists between the dielectric properties of normal and malignant breast tissues, ii) the non-ionizing nature of microwave and iii) the low cost of microwave imaging equipments. Microwave imaging is taken herein as a nonlinear inverse scattering problem. The first step is to build up a forward model that describes interaction between the object (the breast) and a known incident wave. This model is based upon a domain integral representation of the electric field in a 2D-TM configuration. Then, the inversion process consists in retrieving a contrast function representative of the dielectric properties (relative permittivity and conductivity) of the unknown object from measurements of the scattered field that results from the latter interaction. The non-linear inverse scattering problem is tackled in a Bayesian framework where the proposed Gauss-Markov-Potts prior model translates the fact that the object is composed of a finite set of homogeneous materials distributed in compact regions. In this work, we show some preliminary results obtained using realistic synthetic data obtained from a breast phantom built up from a MRI scan of a real breast. These results show the effectiveness of the method and emphasize the role of prior in the reconstruction improvement

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تاریخ انتشار 2014