Wavelet denoising for voxel-based compartmental analysis of peripheral benzodiazepine receptors with 18F-FEDAA1106

European Journal of Nuclear Medicine and Molecular Imaging

Volumn 35, Issue 2, 2008, Pages 416-423

  Shidahara, Miho ^a   Ikoma, Yoko ^a   Seki, Chie ^a   Fujimura, Yota ^a   Naganawa, Mika ^a,b   Ito, Hiroshi ^a   Suhara, Tetsuya ^a   Kanno, Iwao ^a   Kimura, Yuichi ^a  

^a NATIONAL INSTITUTE OF RADIOLOGICAL SCIENCES   (Japan)

^b JAPAN SOCIETY FOR THE PROMOTION OF SCIENCE   (Japan)

Author keywords

Kinetic analysis; Parametric imaging; Peripheral benzodiazepine receptor; Positron emission tomography; Wavelet denoising

Indexed keywords

BENZODIAZEPINE RECEPTOR; N(5 FLUORO 2 PHENOXYPHEYL) N (2 FLUOROETHYL 5 METHOXYBENZYL)ACETAMIDE F 18; RADIOPHARMACEUTICAL AGENT; UNCLASSIFIED DRUG;

ADULT; ANALYSIS; ARTICLE; BRAIN; CLINICAL STUDY; COMPARATIVE STUDY; CORRELATION ANALYSIS; HUMAN; MALE; NOISE REDUCTION; POSITRON EMISSION TOMOGRAPHY; REGRESSION ANALYSIS; SIGNAL NOISE RATIO; SIMULATION; VOLUNTEER;

ACETAMIDES; ADULT; ALGORITHMS; ARTIFACTS; BRAIN; HUMANS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; MALE; RADIOPHARMACEUTICALS; RECEPTORS, GABA-A; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; TISSUE DISTRIBUTION;

EID: 38349143127     PISSN: 16197070     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00259-007-0623-y     Document Type: Article

References (31)

1. Turkheimer FE, Brett M, Visvikis D, Cunningham VJ. Multiresolution analysis of emission tomography images in the wavelet domain. J Cereb Blood Flow Metab 1999;19:1189-208.
2. Turkheimer FE, Brett M, Aston JA, Leff AP, Sargent PA, Wise RJ, et al. Statistical modeling of positron emission tomography images in wavelet space. J Cereb Blood Flow Metab 2000;20:1610-8.
3. Turkheimer FE, Banati RB, Visvikis D, Aston JA, Gunn RN, Cunningham VJ, et al. Modeling dynamic PET-SPECT studies in the wavelet domain. J Cereb Blood Flow Metab 2000;20:879-93.
4. Turkheimer FE, Aston J, Banati RB, Riddell C, Cunningham VJ. A linear wavelet filter for parametric imaging with dynamic PET. IEEE Trans Med Imag 2003;22:289-301.
5. Turkheimer FE, Aston JA, Asselin MC, Hinz R. Multi-resolution Bayesian regression in PET dynamic studies using wavelets. NeuroImage 2006;32:111-21.
6. 11C]-(R)-PK11195. NeuroImage 2007;32:28-37.
7. Cselenyi Z, Olsson H, Farde L, Gulyas B. Wavelet-aided parametric mapping of cerebral dopamine D2 receptors using the high affinity PET Radioligand [11C]FLB 457. NeuroImage 2000;17:47-60.
8. Cselenyi Z, Olsson H, Halldin C, Gulyas B, Farde L. A comparison of recent parametric neuroreceptor mapping approaches based on measurements with the high affinity PET radioligands [11C]FLB and [11C]WAY 100635. NeuroImage 2006;32:1690-708.
9. Millet P, Ibanez V, Delforge J, Pappata S, Guimon J. Wavelet analysis of dynamic PET data: application to the parametric imaging of benzodiazepine receptor concentration. NeuroImage 2000;11:458-72.
10. Alpert NM, Reilhac A, Chio TC, Selesnick I. Optimization of dynamic measurement of receptor kinetics by wavelet denoising. NeuroImage 2006;30:444-51.
11. Lin JW, Laine AF, Bergmann SR. Improving PET-based physiological quantification through methods of wavelet denoising. IEEE Trans Biomed Eng 2001;48:202-12.
12. Shin YY, Chen JC, Liu RS. Development of wavelet de-noising technique for PET images. Comput Med Imaging Graph 2005;29:297-304.
13. Arjoul L, Bentourkia M. Study of myocardial glucose metabolism in rats with PET using wavelet analysis technique. Comput Med Imaging Graph 2005;25:357-65.
14. Donoho D. De-noising by soft-thresholding. IEEE Trans Inform Theory 1995;41:613-27.
15. Kimura Y, Naganawa M, Shidahara M, Ikoma Y, Watabe H. PET kinetic analysis- Pitfalls and a solution for the Logan plot. Ann Nucl Med 2007;21:1-8.
16. Yaqub M, Boellaard R, Kropholler MA, Lammertsma AA. Optimization algorithms and weighting factors for analysis of dynamic PET studies. Phys Med Biol 2006;51:4217-32.
17. Kingsbury NG. Complex wavelets for shift invariant analysis and filtering of signals. Appl Comput Harmon Anal 2001;10:234-53.
18. Selesnick I, Li KL. Video denoising using 2D and 3D dual-tree complex wavelet transforms: Wavelet Applications in Signal and Image Processing X. Proc SPIE 2003;5207:607-18.
19. Fujimura Y, Ikoma Y, Yasuno F, Suhara T, Ota M, Matsumoto R, et al. Quantitative analysis of 18F-FEDAA 1106 binding to peripheral benzodiazepine receptor in living human brain. J Nucl Med 2006;47:43-50.
20. Mallat S. A theory for multiresolution signal decomposition: the wavelet representation. IEEE Trans Pattern Anal Mach Intell 1989;11:647-93.
21. Fourati W, Bouhlel MS. A novel approach to improve the performance of JPEG2000. ICGST Inter J Graph Vis Image Process 2005;5:1-9.
22. Marquardt DW. An algorithm for least-squares estimation of nonlinear parameters. J Soc Ind Appl Math 1963;11:431-41.
23. Schmidt K, Mies G, Sokoloff L. Model of kinetic behavior of deoxyglucose in heterogeneous tissue in brain: a reinterpretation of the significance of parameters fitted to homogeneous tissue models. J Cereb Blood Flow Metab 1991;11:10-24.
24. Schmidt K, Turkheimer FE. Kinetic modeling in positron emission tomography. QJ Nucl Med 2002;46:70-85.
25. Cagnin A, Brooks DJ, Kennedy AM, Gunn R, Tuekheimer FE, Jones T, et al. In-vivo measurement of activated microglia in dementia. Lancet 2001;358:461-7.
26. Goerres GW, Revesz T, Duncan J, Banati RB. Imaging cerebral vasculitis in refractory epilepsy using [11C](R)-PK11195 positron emission tomography. AJR 2001;176:1016-8.
27. Banati RB, Newcombe J, Gunn RN, Caqnin A, Turkheimer F, Heppner F, et al. The peripheral benzodiazepine binding site in the brain in multiple sclerosis: quantitative in vivo imaging of microglia as a measure of disease activity. Brain 2000;123:2321-37.
28. Junck L, Olson JM, Ciliax BJ, Koeppe RA, Watkins GL, Jewett DM, et al. PET imaging of human gliomas with ligands for the peripheral benzodiazepine binding site. Ann Neurol 1989;26:752-8.
29. Pappata S, Levasseur M, Gunn RN, Myers R, Crouzel C, Syrota A, et al. Thalamic microglial activation in ischemic stroke detected in vivo by PET and [11C]PK11195. Neurology 2000;55:1052-4.
30. Groom GN, Junck L, Foster NL, Frey KA, Kuhl DE, et al. PET of peripheral benzodiazepine binding sites in the microgliosis of Alzheimer's disease. J Nucl Med 1995;36:2207-10.
31. Shidahara M, Ikoma Y, Kershaw J, Kimura Y, Naganawa M, Watabe H. PET kinetic analysis: wavelet denoising of dynamic PET data with application to parametric imaging. Ann Nucl Med 2007;21:379-86.