Event-by-event random and scatter estimator based on support vector machine using multi-anode outputs

IEEE Nuclear Science Symposium Conference Record

Volumn 3, Issue , 2005, Pages 1800-1803

  Yoshida, Eiji ^a   Kimura, Yuichi ^b   Kitamura, Keishi ^a,c   Nishikido, Fumihiko ^d   Yamaya, Taiga ^a   Murayama, Hideo ^a  

^a NATIONAL INSTITUTE OF RADIOLOGICAL SCIENCES   (Japan)

^b TOKYO METROPOLITAN INSTITUTE OF GERONTOLOGY   (Japan)

^c SHIMADZU CORPORATION   (Japan)

^d WASEDA UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ESTIMATION; GAMMA RAYS; LEARNING SYSTEMS; MONTE CARLO METHODS; PHOTOMULTIPLIERS; POSITRON EMISSION TOMOGRAPHY;

INTER-CRYSTAL SCATTERING; NOISE EQUIVALENT COUNT RATES (NECR); PHOTOMULTIPLIER TUBES (PMT); SUPPORT VECTOR MACHINE (SVM);

LIGHT SCATTERING;

EID: 33846563864     PISSN: 10957863     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NSSMIC.2005.1596670     Document Type: Conference Paper

References (8)

1. D.L. Bailey, "Chapter 3. Quantitative procedure in 3D PET", In B.Bendriem and D.W. Townsend, "The theory and practice of 3D PET", Kluwer Academic Publisher, Dordrecht Netherlands, 1998
2. J. E. Gillam, T. E. Beveridge, R. A. Lewis, "Positron Emission Imaging Using Acquired Cone-Surfaces from Opposing Compton Cameras", Conf. Rec. NSS & MIC, M3-4
3. N. Inadama, H. Murayama, M. Watanabe, et al., "Performance of a PET detector with a 256ch Flat Panel PS-PMT," IEEE Trans. Nucl. Sci., Vol.51,58-62, 2004.
4. F. Nishikido, J. Kikuchi, H. Murayama, N. Inadama, T. Hasegawa, "Analysis of Interaction of Gamma Rays in Crystals with 256ch Parallel ReadoutFP-PMT", Conf. Rec. NSS & MIC, M9-71, 2004
5. R.O. Duda, P.E. Hart, D.G. Strorkin "Pattern Classification", Second Edition, John Willey & Sons, Inc. "Support Vector Machines", Section 5.11, pp. 259-265, 2001
6. N. Orita, H. Murayama, H. Kawai, et al., "Three dimensional array of scintillation crystals with proper reflector arrangement for a DOI detector", Conf. Rec. NSS & MIC, M7-114, 2003
7. M. Sato, H. Haneishi, N. Inadama, H. Murayama, "Computer simulation of four layers DOI-PET detector module for next generation PET", Conf. Rec. NSS & MIC, M3-115, 2003
8. C.J. Thompson, K. Murthy, Y. Picard, et al., "Positron emission mammography (PEM): a promising technique for detecting breast cancer", Trans. Nucl. Sci. Vol. 42, 1012 - 1017, 1995