13 March 2009 Breast tomosynthesis reconstruction with a multi-beam x-ray source
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Proceedings Volume 7258, Medical Imaging 2009: Physics of Medical Imaging; 725859 (2009) https://doi.org/10.1117/12.811659
Event: SPIE Medical Imaging, 2009, Lake Buena Vista (Orlando Area), Florida, United States
Abstract
As a new three-dimensional breast imaging technique, breast tomosynthesis allows the reconstruction of an arbitrary set of planes in the breast from a limited-angle series of x-ray projection images. The breast tomosynthesis technique has been demonstrated as promising to improve early breast cancer detection. This paper represents a preliminary phantom study and computer simulation results of different breast tomosynthesis reconstruction algorithms with a novel carbon nanotube based multi-beam x-ray source. Five representative tomosynthesis reconstruction algorithms, including back projection (BP), filtered back projection (FBP), matrix inversion tomosynthesis (MITS), maximum likelihood expectation maximization (MLEM), and simultaneous algebraic reconstruction technique (SART) were investigated. Tomosynthesis projection images of a phantom were acquired with the stationary multi-beam x-ray tomosynthesis system. Reconstruction results from different algorithms were studied. A computer simulation study was further done to investigate the sharpness of reconstructed in-plane structures and to see how effective each algorithm is at removing out-of-plane blur with parallel-imaging geometries. Datasets with 9 and 25 projection images of a defined 3D spherical object were simulated with a total view angle of 50 degrees. Results showed that the multi-beam x-ray system is capable to generate 3D tomosynthesis images with faster speed compared with current commercial prototype systems. With simulated parallel-imaging geometry, MITS and FBP showed edge enhancement in-plane performance. BP, FBP and MLEM performed better at out-of-plane structure removal with larger number of projection images.
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Ying Chen, Ying Chen, Weihua Zhou, Weihua Zhou, Guang Yang, Guang Yang, Xin Qian, Xin Qian, Jianping Lu, Jianping Lu, Otto Zhou, Otto Zhou, } "Breast tomosynthesis reconstruction with a multi-beam x-ray source", Proc. SPIE 7258, Medical Imaging 2009: Physics of Medical Imaging, 725859 (13 March 2009); doi: 10.1117/12.811659; https://doi.org/10.1117/12.811659
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