Tomographic Reconstruction of Breast Characteristics Using Transmitted Ultrasound Signals
POSTER
Abstract
X-ray Mammography has been the standard technique for the detection of breast cancer. However, it uses ionizing radiation, and can cause severe discomfort. It also has low spatial resolution, and can be prone to misdiagnosis. Techniques such as X-ray CT and MRI alleviate some of these issues but are costly. Researchers at Karmanos Cancer Institute developed a tomographic ultrasound device which is able to reconstruct the reflectivity, attenuation, and sound speed characteristics of the breast. A patient places her breast into a ring array of transducers immersed in a water bath, and the device scanning the breast yields a 3d reconstruction. Our work focuses on improving algorithms for attenuation and sound speed imaging. Current time-of-flight tomography provides relatively low resolution images. Improvements are made by considering diffraction effects with the use of the low resolution image as a seed to the Born approximation. Ultimately, full waveform inversion will be used to obtain images with resolution comparable to MRI.
Authors
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Gursharan Sandhu
Wayne State University
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Cuiping Li
Karmanos Cancer Institute
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Neb Duric
Karmanos Cancer Institute
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Zhi-Feng Huang
Wayne State University, Department of Physics and Astronomy, Wayne State University, Detroit, Michigan 48201, USA