Bootstrapped DEPICT for error estimation in PET functional imaging

NeuroImage

Volumn 21, Issue 3, 2004, Pages 1096-1104

  Kukreja, Sunil L ^a   Gunn, Roger N ^a  

^a MCGILL UNIVERSITY   (Canada)

Author keywords

Bootstrap; DEPICT; Error estimation; Kinetic modeling; Parametric imaging; PET

Indexed keywords

CARBON 11; DIPRENORPHINE; RACLOPRIDE; TRACER;

ALGORITHM; ANALYTICAL ERROR; ARTICLE; BINDING AFFINITY; ISOTOPE LABELING; MATHEMATICAL ANALYSIS; NEUROIMAGING; POSITRON EMISSION TOMOGRAPHY; PRIORITY JOURNAL; SIMULATION; SINGLE PHOTON EMISSION COMPUTER TOMOGRAPHY; STATISTICAL ANALYSIS; THEORETICAL MODEL;

ADULT; ALGORITHMS; ARTIFACTS; BRAIN; BRAIN CHEMISTRY; DIPRENORPHINE; DOPAMINE ANTAGONISTS; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MALE; MODELS, NEUROLOGICAL; MONTE CARLO METHOD; NARCOTIC ANTAGONISTS; RACLOPRIDE; RECEPTORS, DOPAMINE D2; RECEPTORS, OPIOID; SOFTWARE; TOMOGRAPHY, EMISSION-COMPUTED; TOMOGRAPHY, EMISSION-COMPUTED, SINGLE-PHOTON;

EID: 1542316121     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2003.10.015     Document Type: Article

References (26)

1. Andrews D.W.K., Buchinsky M. A three-step method for choosing the number of bootstrap repetitions. Econometrica. 68(1):2000;23-52.
2. Aston J.A.D., Gunn R.N., Worsley K.J., Ma Y., Evans A.C., Dagher A. A statistical method for the analysis of positron emission tomography neuroreceptor ligand data. NeuroImage. 12(3):2000;245-256.
3. Aston J.A.D., Cunningham V.J., Asselin M.C., Hammers A., Evans A.C., Gunn R.N. Positron emission tomography partial volume correction: estimation and algorithms. J. Cereb. Blood Flow Metab. 22(8):2002;1019-1034.
4. Buvat I. A non-parametric bootstrap approach for analysing the statistical properties of SPECT and PET images. Phys. Med. Biol. 47(10):2002;1761-1775.
5. Chen S.S., Donoho D.L., Saunders M.A. Atomic decomposition by basis pursuit. SIAM J. Sci. Comput. 20(1):1999;33-61.
6. Cunningham V.J., Jones T. Spectral analysis of dynamic pet studies. J. Cereb. Blood Flow Metab. 13(1):1993;15-23.
7. Efron B. Computer and the theory of statistics: thinking the unthinkable. SIAM Rev. 21(4):1979;460-480.
8. Efron B., Tibshirani R.J. An Introduction to the Bootstrap. First ed. 1993;Chapman & Hall, New York.
9. Gjedde A. Calculation of cerebral glucose phosphorylation from brain uptake of glucose analogs in vivo: a re-examination. Brain Res. Rev. 4:1982;237-274.
10. Gunn R.N., Gunn S.R., Cunningham V.J. Positron emission tomography compartmental models. J. Cereb. Blood Flow Metab. 21:2001;635-652.
11. Gunn R.N., Gunn S.R., Turkheimer F.E., Aston J.A.D., Cunningham V.J. Positron emission tomography compartmental models: a basis pursuit strategy for kinetic modelling. J. Cereb. Blood Flow Metab. 22:2002;1425-1439.
12. Hjorth J.S.U. Computer Intensive Statistical Methods Validation, Model Selection, and Bootstrap. 1994;Chapman & Hall, London.
13. Kety S.S. The theory and application of the exchange of inert gases at the lungs and tissues. Pharmacol. Rev. 3:1951;1-41.
14. Logan J., Fowler J.S., Volkow N.D., Wolf A.P., Dewey S.L., Schlyer D.J., MacGregor R.R., Hitzemann R., Bendriem B., Gatley S.J., Christman D.R. Graphical analysis of reversible radioligand binding from time-activity measurements applied to [N-11C-methyl]-(-)-cocaine PET studies in human subjects. J. Cereb. Blood Flow Metab. 10(5):1990;740-747.
15. Logan J., Fowler J.S., Volkow N.D., Wang G.-J., Ding Y.-S., Alexoff D.L. Distribution volume ratios without blood sampling from graphical analysis of pet data. J. Cereb. Blood Flow Metab. 18:1996;834-840.
16. Maitra R. An approximate bootstrap technique for variance estimation in parametric images. Med. Image Anal. 2(4):1998;379-393.
17. Mazoyer B.M., Huesman R.H., Budinger T.F., Knittel B.L. Dynamic PET data analysis. J. Comput. Assist. Tomogr. 10(4):1986;645-653.
18. Mintun M.A., Raichle M.E., Kilbourn M.R., Wooten G.F., Welch M.J. A quantitative model for the in vivo assessment of drug binding sites with positron emission tomography. Ann. Neurol. 15:1990;217-227.
19. Patlak C.S., Blasberg R.G. Graphical evaluation of blood-to-brain transfer constants from multiple-time uptake data generalizations. J. Cereb. Blood Flow Metab. 5(4):1985;584-590.
20. Patlak C.S., Blasberg R.G., Fenstermacher J.D. Graphical evaluation of blood-to-brain transfer constants from multiple-time uptake data. J. Cereb. Blood Flow Metab. 3(1):1983;1-7.
21. Phelps M.E., Huang S.C., Hoffman E.J., Selin C., Sokoloff L., Kuhl D.E. Tomographic measurement of local cerebral glucose metabolic rate in humans with (F-18)2-fluoro-2-deoxy-D-glucose: validation of method. Ann. Neurol. 6(5):1979;371-388.
22. Resnick S. Heavy tail modeling and teletraffic data. Ann. Stat. 25:1997;1805-1869.
23. Shao J. Linear model selection by cross-validation. J. Am. Stat. Assoc. 88:1993;486-494.
24. 14Cdeoxyglucose method for the measurement of local cerebral glucose utilisation: theory, procedure and normal values in the conscious and anaesthetized albino rat. J. Neurochem. 28:1977;897-916.
25. Spinks T.J., Jones T., Bloomfield P.M., Bailey D.L., Miller M., Hogg D., Jones W.F., Vaigneur K., Reed J., Young J., Newport D., Moyers C., Casey M.E., Nutt R. Physical characteristics of the ECAT EXACT3D positron tomograph. Phys. Med. Biol. 45(9):2000;2601-2618.
26. Turkheimer F.E., Sokoloff L., Bertoldo A., Lucignani G., Reivich M., Jaggi J.L., Schmidt K. Estimation of component and parameter distributions in spectral analysis. J. Cereb. Blood Flow Metab. 18:1998;1211-1222.