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Volumn 35, Issue 4, 2008, Pages 1299-1309

Study of direct and indirect parametric estimation methods of linear models in dynamic positron emission tomography

Author keywords

Kinetic modeling; Positron emission tomography; Reconstruction

Indexed keywords

ELECTRONS; IMAGE RECONSTRUCTION; ITERATIVE METHODS; KINETIC PARAMETERS; KINETIC THEORY; MAXIMUM PRINCIPLE; MEAN SQUARE ERROR; PARAMETER ESTIMATION; PHYSIOLOGICAL MODELS; PIXELS; POSITRONS; STATISTICS; THREE DIMENSIONAL COMPUTER GRAPHICS;

EID: 41449108094     PISSN: 00942405     EISSN: None     Source Type: Journal    
DOI: 10.1118/1.2885369     Document Type: Article
Times cited : (94)

References (42)
  • 1
    • 0036074323 scopus 로고    scopus 로고
    • Kinetic modeling in positron emission tomography
    • K. C. Schmidt and F. E. Turkheimer, " Kinetic modeling in positron emission tomography., " Q. J. Nucl. Med. 46, 70-85 (2002).
    • (2002) Q. J. Nucl. Med. , vol.46 , pp. 70-85
    • Schmidt, K.C.1    Turkheimer, F.E.2
  • 2
    • 84939682609 scopus 로고
    • The nitrous oxide method for the quantitative determination of cerebral blood flow in man: Theory, procedure and normal values
    • S. S. Kety and C. F. Schmidt, " The nitrous oxide method for the quantitative determination of cerebral blood flow in man: Theory, procedure and normal values., " J. Clin. Invest. 27, 476-483 (1948).
    • (1948) J. Clin. Invest. , vol.27 , pp. 476-483
    • Kety, S.S.1    Schmidt, C.F.2
  • 3
    • 0028700063 scopus 로고
    • Accelerated image reconstruction using ordered subsets of projection data
    • H. Hudson and R. Larkin, " Accelerated image reconstruction using ordered subsets of projection data., " IEEE Trans. Med. Imaging 13 (4), 601-609 (1994).
    • (1994) IEEE Trans. Med. Imaging , vol.13 , Issue.4 , pp. 601-609
    • Hudson, H.1    Larkin, R.2
  • 4
    • 0035000317 scopus 로고    scopus 로고
    • Experimental and clinical evaluation of iterative reconstruction (OSEM) in dynamic PET: Quantitative characteristics and effects on kinetic modeling
    • R. Boellaard, A. Van Lingen, and A. A. Lammertsma, " Experimental and clinical evaluation of iterative reconstruction (OSEM) in dynamic PET: Quantitative characteristics and effects on kinetic modeling., " J. Nucl. Med. 42 (5), 808-817 (2001).
    • (2001) J. Nucl. Med. , vol.42 , Issue.5 , pp. 808-817
    • Boellaard, R.1    Van Lingen, A.2    Lammertsma, A.A.3
  • 5
    • 33748638251 scopus 로고    scopus 로고
    • Multi-resolution Bayesian regression in PET dynamic studies using wavelets
    • F. E. Turkheimer, J. A. D. Aston, M. C. Asselin, and R. Hinz, " Multi-resolution Bayesian regression in PET dynamic studies using wavelets., " Neuroimage 32 (1), 111-121 (2006).
    • (2006) Neuroimage , vol.32 , Issue.1 , pp. 111-121
    • Turkheimer, F.E.1    Aston, J.A.D.2    Asselin, M.C.3    Hinz, R.4
  • 6
    • 33846211803 scopus 로고    scopus 로고
    • A fast fully 4-d incremental gradient reconstruction algorithm for list mode PET data
    • Q. Z. Li, E. Asma, S. Ahn, and R. M. Leahy, " A fast fully 4-d incremental gradient reconstruction algorithm for list mode PET data., " IEEE Trans. Med. Imaging 26 (1), 58-67 (2007).
    • (2007) IEEE Trans. Med. Imaging , vol.26 , Issue.1 , pp. 58-67
    • Li, Q.Z.1    Asma, E.2    Ahn, S.3    Leahy, R.M.4
  • 7
    • 0036525894 scopus 로고    scopus 로고
    • Spatiotemporal reconstruction of list-mode PET data
    • T. E. Nichols, J. Qi, E. Asma, and R. M. Leahy, " Spatiotemporal reconstruction of list-mode PET data., " IEEE Trans. Med. Imaging 21 (4), 396-404 (2002).
    • (2002) IEEE Trans. Med. Imaging , vol.21 , Issue.4 , pp. 396-404
    • Nichols, T.E.1    Qi, J.2    Asma, E.3    Leahy, R.M.4
  • 8
    • 34247599928 scopus 로고    scopus 로고
    • An investigation of temporal regularization techniques for dynamic PET reconstructions using temporal splines
    • J. Verhaeghe, Y. D'Asseler, S. Vandenberghe, S. Staelens, and I. Lemahieu, " An investigation of temporal regularization techniques for dynamic PET reconstructions using temporal splines., " Med. Phys. 34 (5), 1766-1778 (2007).
    • (2007) Med. Phys. , vol.34 , Issue.5 , pp. 1766-1778
    • Verhaeghe, J.1    D'Asseler, Y.2    Vandenberghe, S.3    Staelens, S.4    Lemahieu, I.5
  • 9
    • 33751166570 scopus 로고    scopus 로고
    • Joint estimation of dynamic PET images and temporal basis functions using fully 4D ML-EM
    • A. J. Reader, F. C. Sureau, C. Comtat, R. Trebossen, and I. Buvat, " Joint estimation of dynamic PET images and temporal basis functions using fully 4D ML-EM., " Phys. Med. Biol. 51 (21), 5455-5474 (2006).
    • (2006) Phys. Med. Biol. , vol.51 , Issue.21 , pp. 5455-5474
    • Reader, A.J.1    Sureau, F.C.2    Comtat, C.3    Trebossen, R.4    Buvat, I.5
  • 11
    • 0031663697 scopus 로고    scopus 로고
    • Generation of myocardial factor images directly from the dynamic oxygen-15-water scan without use of an oxygen-15 carbon monoxide blood-pool scan
    • F. Hermansen, J. Ashburner, T. J. Spinks, J. S. Kooner, P. G. Camici, and A. A. Lammertsma, " Generation of myocardial factor images directly from the dynamic oxygen-15-water scan without use of an oxygen-15 carbon monoxide blood-pool scan., " J. Nucl. Med. 39 (10), 1696-1702 (1998).
    • (1998) J. Nucl. Med. , vol.39 , Issue.10 , pp. 1696-1702
    • Hermansen, F.1    Ashburner, J.2    Spinks, T.J.3    Kooner, J.S.4    Camici, P.G.5    Lammertsma, A.A.6
  • 12
    • 84950446492 scopus 로고
    • A statistical model for position emission tomography: The EM parametric image reconstruction algorithm
    • R. E. Carson and K. Lange, " A statistical model for position emission tomography: The EM parametric image reconstruction algorithm., " J. Am. Stat. Assoc. 80 (389), 20 (1985).
    • (1985) J. Am. Stat. Assoc. , vol.80 , Issue.389 , pp. 20
    • Carson, R.E.1    Lange, K.2
  • 14
    • 0021405275 scopus 로고
    • Parameter estimation for dynamic studies in emission-tomography systems having list-mode
    • D. L. Snyder, " Parameter estimation for dynamic studies in emission-tomography systems having list-mode., " IEEE Trans. Nucl. Sci. 31 (2), 925-931 (1984).
    • (1984) IEEE Trans. Nucl. Sci. , vol.31 , Issue.2 , pp. 925-931
    • Snyder, D.L.1
  • 15
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the EM algorithm
    • A. Dempster, N. Laird, and D. Rubin, " Maximum likelihood from incomplete data via the EM algorithm., " J. R. Stat. Soc. Ser. B (Methodol.) 39 (1), 1-38 (1977).
    • (1977) J. R. Stat. Soc. Ser. B (Methodol.) , vol.39 , Issue.1 , pp. 1-38
    • Dempster, A.1    Laird, N.2    Rubin, D.3
  • 17
    • 0029516486 scopus 로고
    • Using linear time-invariant system theory to estimate kinetic parameters directly from projection measurements
    • G. L. Zeng, G. T. Gullberg, and R. H. Huesman, " Using linear time-invariant system theory to estimate kinetic parameters directly from projection measurements., " IEEE Trans. Nucl. Sci. 42 (6), 2339-2346 (1995).
    • (1995) IEEE Trans. Nucl. Sci. , vol.42 , Issue.6 , pp. 2339-2346
    • Zeng, G.L.1    Gullberg, G.T.2    Huesman, R.H.3
  • 18
    • 0020194763 scopus 로고
    • Maximum likelihood reconstruction for emission tomography
    • L. A. Shepp and Y. Vardi, " Maximum likelihood reconstruction for emission tomography., " IEEE Trans. Med. Imaging 1 (2), 113-122 (1982).
    • (1982) IEEE Trans. Med. Imaging , vol.1 , Issue.2 , pp. 113-122
    • Shepp, L.A.1    Vardi, Y.2
  • 19
    • 0010293907 scopus 로고
    • A statistical model for position emission tomography
    • Y. Vardi, L. A. Shepp, and L. Kaufman, " A statistical model for position emission tomography., " J. Am. Stat. Assoc. 80 (389), 8-20 (1985).
    • (1985) J. Am. Stat. Assoc. , vol.80 , Issue.389 , pp. 8-20
    • Vardi, Y.1    Shepp, L.A.2    Kaufman, L.3
  • 20
    • 18844431381 scopus 로고    scopus 로고
    • Direct reconstruction of kinetic parameter images from dynamic PET data
    • M. E. Kamasak, C. A. Bouman, E. D. Morris, and K. Sauer, " Direct reconstruction of kinetic parameter images from dynamic PET data., " IEEE Trans. Med. Imaging 24 (5), 636-650 (2005).
    • (2005) IEEE Trans. Med. Imaging , vol.24 , Issue.5 , pp. 636-650
    • Kamasak, M.E.1    Bouman, C.A.2    Morris, E.D.3    Sauer, K.4
  • 21
    • 0016922847 scopus 로고
    • Maximum a posteriori estimation of position in scintillation cameras
    • R. M. Gray and A. Macovski, " Maximum a posteriori estimation of position in scintillation cameras., " IEEE Trans. Nucl. Sci. 23 (1), 849-852 (1976).
    • (1976) IEEE Trans. Nucl. Sci. , vol.23 , Issue.1 , pp. 849-852
    • Gray, R.M.1    MacOvski, A.2
  • 22
    • 41449101512 scopus 로고    scopus 로고
    • Maximum a posteriori reconstruction of the Patlak parametric image from sinograms in dynamic PET
    • G. G. Wang, L. Fu, and J. Qi, " Maximum a posteriori reconstruction of the Patlak parametric image from sinograms in dynamic PET., " Phys. Med. Biol. 53 (3), 593 (2008).
    • (2008) Phys. Med. Biol. , vol.53 , Issue.3 , pp. 593
    • Wang, G.G.1    Fu, L.2    Qi, J.3
  • 23
    • 0018582265 scopus 로고
    • Tomographic measurement of local cerebral glucose metabolic rate in man with (F-18) fluorodeoxyglucose: Validation of method
    • M. Phelps, S. Huang, E. Hoffman, C. Selin, and D. Kuhl, " Tomographic measurement of local cerebral glucose metabolic rate in man with (F-18) fluorodeoxyglucose: Validation of method., " Ann. Neurol. 6, 371-388 (1979).
    • (1979) Ann. Neurol. , vol.6 , pp. 371-388
    • Phelps, M.1    Huang, S.2    Hoffman, E.3    Selin, C.4    Kuhl, D.5
  • 24
    • 0017368491 scopus 로고
    • The [14C]deoxyglucose method for the measurement of local cerebral glucose utilization: Theory, procedure, and normal values in the conscious and anesthetized albino rat
    • L. Sokoloff, M. Reivich, C. Kennedy, M. H. Des Rosiers, C. S. Patlak, K. D. Pettigrew, O. Sakurada, and M. Shinohara, " The [14C]deoxyglucose method for the measurement of local cerebral glucose utilization: Theory, procedure, and normal values in the conscious and anesthetized albino rat., " J. Neurochem. 28 (5), 897-916 (1977).
    • (1977) J. Neurochem. , vol.28 , Issue.5 , pp. 897-916
    • Sokoloff, L.1    Reivich, M.2    Kennedy, C.3    Des Rosiers, M.H.4    Patlak, C.S.5    Pettigrew, K.D.6    Sakurada, O.7    Shinohara, M.8
  • 25
    • 0020956774 scopus 로고
    • Graphical evaluation of blood-to-brain transfer constant from multiple-time uptake data
    • C. S. Patlak, R. G. Blasberg, and J. D. Fenstermacher, " Graphical evaluation of blood-to-brain transfer constant from multiple-time uptake data., " J. Cereb. Blood Flow Metab. 3, 1-7 (1983).
    • (1983) J. Cereb. Blood Flow Metab. , vol.3 , pp. 1-7
    • Patlak, C.S.1    Blasberg, R.G.2    Fenstermacher, J.D.3
  • 26
    • 0022389649 scopus 로고
    • Graphical evaluation of blood-to-brain transfer constant from multiple-time uptake data: Generalizations
    • C. S. Patlak and R. G. Blasberg, " Graphical evaluation of blood-to-brain transfer constant from multiple-time uptake data: Generalizations., " J. Cereb. Blood Flow Metab. 5, 584-590 (1985).
    • (1985) J. Cereb. Blood Flow Metab. , vol.5 , pp. 584-590
    • Patlak, C.S.1    Blasberg, R.G.2
  • 27
    • 0017368491 scopus 로고
    • The [14C] deoxyglucose method for the measurement of local cerebral glucose utilization: Theory, procedure, and normal values in the conscious and anesthetized albino rat
    • L. Sokoloff, M. Reivich, C. Kennedy, M. H. Des Rosiers, C. S. Patlak, K. D. Pettigrew, O. Sakurada, and M. Shinohara, " The [14C] deoxyglucose method for the measurement of local cerebral glucose utilization: Theory, procedure, and normal values in the conscious and anesthetized albino rat., " J. Neurochem. 28 (5), 897-916 (1977).
    • (1977) J. Neurochem. , vol.28 , Issue.5 , pp. 897-916
    • Sokoloff, L.1    Reivich, M.2    Kennedy, C.3    Des Rosiers, M.H.4    Patlak, C.S.5    Pettigrew, K.D.6    Sakurada, O.7    Shinohara, M.8
  • 28
    • 0030956911 scopus 로고    scopus 로고
    • The direct calculation of parametric images from dynamic PET data using maximum-likelihood iterative reconstruction
    • J. Matthews, D. L. Bailey, P. Price, and V. J. Cunningham, " The direct calculation of parametric images from dynamic PET data using maximum-likelihood iterative reconstruction., " Phys. Med. Biol. 42, 1155-1173 (1997).
    • (1997) Phys. Med. Biol. , vol.42 , pp. 1155-1173
    • Matthews, J.1    Bailey, D.L.2    Price, P.3    Cunningham, V.J.4
  • 29
    • 0017834669 scopus 로고
    • Labeled 2-deoxy-D-glucose analogs. F-18 labeled 2-deoxy-2-fluoro-D- glucose, 2-deoxy-2-fluoro-D-mannose and C-14 2-deoxy-2-fluoro-D-glucose
    • T. Ido, C.-N. Wan, V. Casella, J. S. Fowler, A. P. Wolf, M. Reivich, and D. Kuhl, " Labeled 2-deoxy-D-glucose analogs. F-18 labeled 2-deoxy-2-fluoro-D-glucose, 2-deoxy-2-fluoro-D-mannose and C-14 2-deoxy-2-fluoro-D-glucose., " J Labeled Compd. & Radiopharmac. 14, 175-184 (1978).
    • (1978) J Labeled Compd. & Radiopharmac. , vol.14 , pp. 175-184
    • Ido, T.1    Wan, C.-N.2    Casella, V.3    Fowler, J.S.4    Wolf, A.P.5    Reivich, M.6    Kuhl, D.7
  • 30
    • 0034244929 scopus 로고    scopus 로고
    • New, faster, image-based scatter correction for 3D PET
    • C. C. Watson, " New, faster, image-based scatter correction for 3D PET., " IEEE Trans. Nucl. Sci. 47 (4), 1587-1594 (2000).
    • (2000) IEEE Trans. Nucl. Sci. , vol.47 , Issue.4 , pp. 1587-1594
    • Watson, C.C.1
  • 31
    • 0026328315 scopus 로고
    • The online monitoring of continuously withdrawn arterial blood during PET studies using a single BGO photomultiplier assembly and nonstick tubing
    • A. S. O. Ranicar, C. W. Williams, L. Schnorr, J. C. Clark, C. G. Rhodes, P. M. Bloomfield, and T. Jones, " The online monitoring of continuously withdrawn arterial blood during PET studies using a single BGO photomultiplier assembly and nonstick tubing., " Mol. Phys. 17 (3-4), 259-264 (1991).
    • (1991) Mol. Phys. , vol.17 , Issue.3-4 , pp. 259-264
    • Ranicar, A.S.O.1    Williams, C.W.2    Schnorr, L.3    Clark, J.C.4    Rhodes, C.G.5    Bloomfield, P.M.6    Jones, T.7
  • 36
    • 0024610693 scopus 로고
    • Analytic 3D image reconstruction using all detected events
    • P. E. Kinahan and J. G. Rogers, " Analytic 3D image reconstruction using all detected events., " IEEE Trans. Nucl. Sci. 36, 964-968 (1989).
    • (1989) IEEE Trans. Nucl. Sci. , vol.36 , pp. 964-968
    • Kinahan, P.E.1    Rogers, J.G.2
  • 37
    • 0018921312 scopus 로고
    • Fully three-dimensional positron emission tomography
    • J. G. Colsher, " Fully three-dimensional positron emission tomography., " Phys. Med. Biol. 25 (1), 103-115 (1980).
    • (1980) Phys. Med. Biol. , vol.25 , Issue.1 , pp. 103-115
    • Colsher, J.G.1
  • 38
    • 0041726159 scopus 로고    scopus 로고
    • Statistical approaches in quantitative positron emission tomography
    • R. M. Leahy and J. Qi, " Statistical approaches in quantitative positron emission tomography., " Stat. Comput. 10, 147-165 (2000).
    • (2000) Stat. Comput. , vol.10 , pp. 147-165
    • Leahy, R.M.1    Qi, J.2
  • 39
    • 0027497841 scopus 로고
    • Measurement of regional cerebral glucose-utilization with fluorine-18-Fdg and Pet in heterogeneous tissues-Theoretical considerations and practical procedure
    • G. Lucignani, K. C. Schmidt, R. M. Moresco, G. Striano, F. Colombo, L. Sokoloff, and F. Fazio, " Measurement of regional cerebral glucose-utilization with fluorine-18-Fdg and Pet in heterogeneous tissues-Theoretical considerations and practical procedure., " J. Nucl. Med. 34 (3), 360-369 (1993).
    • (1993) J. Nucl. Med. , vol.34 , Issue.3 , pp. 360-369
    • Lucignani, G.1    Schmidt, K.C.2    Moresco, R.M.3    Striano, G.4    Colombo, F.5    Sokoloff, L.6    Fazio, F.7
  • 40
    • 0001171133 scopus 로고    scopus 로고
    • Performance evaluation of the whole-body PET scanner ECAT EXACT HR+ following the IEC standard
    • L. E. Adam, J. Zaers, H. Ostertag, H. Trojan, M. E. Bellemann, and G. Brix, " Performance evaluation of the whole-body PET scanner ECAT EXACT HR+ following the IEC standard., " IEEE Trans. Nucl. Sci. 44 (3), 1172-1179 (1997).
    • (1997) IEEE Trans. Nucl. Sci. , vol.44 , Issue.3 , pp. 1172-1179
    • Adam, L.E.1    Zaers, J.2    Ostertag, H.3    Trojan, H.4    Bellemann, M.E.5    Brix, G.6
  • 41
    • 0028496882 scopus 로고
    • Precision and accuracy of regional radioactivity quantitation using the maximum likelihood EM reconstruction algorithm
    • R. E. Carson, Y. Yan, B. Chodkowski, T. K. Yap, and M. E. Daube-Witherspoon, " Precision and accuracy of regional radioactivity quantitation using the maximum likelihood EM reconstruction algorithm., " IEEE Trans. Med. Imaging 13 (3), 526-537 (1994).
    • (1994) IEEE Trans. Med. Imaging , vol.13 , Issue.3 , pp. 526-537
    • Carson, R.E.1    Yan, Y.2    Chodkowski, B.3    Yap, T.K.4    Daube-Witherspoon, M.E.5


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