Breast Elastography Modulus Reconstruction from Simultaneous Acquisition of Stress and RF Echo Signal

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dc.contributor.author Reza, Md. Taslim
dc.date.accessioned 2020-10-26T08:52:27Z
dc.date.available 2020-10-26T08:52:27Z
dc.date.issued 2019-11-15
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dc.identifier.uri http://hdl.handle.net/123456789/570
dc.description Supervised by Prof. Dr. Mohammad Rakibul Islam en_US
dc.description.abstract Modulus imaging has great potential in soft-tissue characterization since it reveals intrinsic mechanical properties. The elastic properties of biological tissues are usually modified by disease. The physical quantities that describe tissue elastic properties are stress, strain and elastic moduli. Stress distribution reconstruction is vital to find out the true value of the modulus distribution. Stress distribution not only depends on the physiology of the tissue but also largely changes with the boundary conditions. In clinical practice it is impossible to find out in-depth information about the stress distribution of the tissue. Stress distribution only can predict based on different parameters. In this dissertation stress distribution is predicted from the strain distribution and stress value on the top surface of the tissue body. For predicting the first stress distribution the difference of strain distributions and the top surface stresses are taken as the references. The stress distribution prediction is updated by addressing the error of the predicting strain values. Simulation is carried out for different aspects of the tissue background and the inclusion. The proposed concept is validated with the recent algorithm by the simulation data first then comparing with the recently published data. The modulus prediction error is around 4% to 5.5% comparing with the real modulus value. Researchers in this field show the inclusion to background modulus mean error as 6.87% for a particular phantom whereas the proposed algorithm found the mean error 4.69% for the same kind of phantoms. The overall stress prediction will improve the modulus prediction which refers to good quality modulus image. Clinically it will provide detail information about the modulus spectrum. en_US
dc.language.iso en en_US
dc.publisher Department of Electrical and Electronic Engineering, Islamic University of Technology,Board Bazar, Gazipur, Bangladesh en_US
dc.title Breast Elastography Modulus Reconstruction from Simultaneous Acquisition of Stress and RF Echo Signal en_US
dc.type Thesis en_US


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