Abstract
Here we present an Algebraic Reconstruction Technique (ART) for solving the identification problem in Single Photon Emission Computed Tomography (SPECT). Traditional reconstruction for SPECT is done by finding the radiation source, nevertheless the attenuation of the surrounding tissue affects the data. In this context, ballistic and first scattering information are used to recover source and attenuation simultaneously. Both measurements are related with the Attenuated Radon Transform and a Klein-Nishina angular type dependency is considered for the scattering. The proposed ART algorithm allow us to obtain good reconstructions of both objects in a few number of iterations.
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References
A.V. Bronnikov, Numerical solution of the identification problem for the attenuated Radon transform. Inverse Prob. 15(5), 1315 (1999)
A.V. Bronnikov, Reconstruction of attenuation map using discrete consistency conditions. IEEE Trans. Med. Imaging 19(5), 451–462 (2000)
Y. Censor, D.E. Gustafson, A. Lent, H. Tuy, A new approach to the emission computerized tomography problem: simultaneous calculation of attenuation and activity coefficients. IEEE Trans. Nucl. Sci. 26(2), 2775–2779 (1979)
M. Courdurier, F. Monard, A. Osses, F. Romero, Simultaneous source and attenuation reconstruction in SPECT using ballistic and single scattering data. Inverse Prob. 31(9), 095002 (2015)
V. Dicken, A new approach towards simultaneous activity and attenuation reconstruction in emission tomography. Inverse Prob. 15(4), 931 (1999)
D. Gourion, D. Noll, The inverse problem of emission tomography. Inverse Prob. 18(5), 1435 (2002)
S. Luo, J. Qian, P. Stefanov, Adjoint state method for the identification problem in SPECT: recovery of both the source and the attenuation in the attenuated X-ray transform. SIAM J. Imag. Sci. 7(2), 696–715 (2014)
S.H. Manglos, Determination of the attenuation map from SPECT projection data alone. J. Nucl. Med. 35, 193 (1993)
R. Ramlau, R. Clackdoyle, Accurate attenuation correction in SPECT imaging using optimization of bilinear functions and assuming an unknown spatially-varying attenuation distribution. In Nuclear Science Symposium, 1998. Conference Record. 1998, vol. 3 (IEEE, New York, 1998), pp. 1684–1688
A. Welch, R. Clack, F. Natterer, G.T. Gullberg, Toward accurate attenuation correction in SPECT without transmission measurements. IEEE Trans. Med. Imaging 16(5), 532–541 (1997)
H. Zaidi, B. Hasegawa, Determination of the attenuation map in emission tomography. J. Nucl. Med. 44(2), 291–315 (2003)
Acknowledgements
E.C. was supported by CONICYT-PCHA/Doctorado Nacional/2016-21161721, A.O. was partially supported by CONICYT-Fondecyt grant 1151512. C.T. was partially supported by CONICYT - PIA - Anillo ACT1416. M.C. was partially supported by CONICYT - PIA - Anillo ACT1416 and Fondecyt grant number 1141189. P.I. was partially supported by CONICYT - PIA - Anillo ACT1416.
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Cueva, E., Osses, A., Quintana, J.C., Tejos, C., Courdurier, M., Irarrazaval, P. (2018). Algebraic Reconstruction of Source and Attenuation in SPECT Using First Scattering Measurements. In: Hofmann, B., Leitão, A., Zubelli, J. (eds) New Trends in Parameter Identification for Mathematical Models. Trends in Mathematics. Birkhäuser, Cham. https://doi.org/10.1007/978-3-319-70824-9_3
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DOI: https://doi.org/10.1007/978-3-319-70824-9_3
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