Assessment of glucose metabolism from the projections using the wavelet technique in small animal pet imaging

Computerized Medical Imaging and Graphics

Volumn 31, Issue 3, 2007, Pages 157-165

  Arhjoul, Lahcen ^a   Bentourkia, M'hamed ^a  

^a UNIVERSITÉ DE SHERBROOKE   (Canada)

Author keywords

Cardiology; FDG; Glucose metabolism; Image analysis; Kinetic modeling; Micropet; Positron emission tomography; Rat; Small animal; Wavelets

Indexed keywords

ANIMALS; CARDIOLOGY; IMAGE ANALYSIS; METABOLISM; PHYSIOLOGY; POSITRON EMISSION TOMOGRAPHY; RATS; WAVELET ANALYSIS;

FLUORODEOXYGLUCOSE (FDG); HEART; KINETIC MODELING; SINOGRAM; VARIANCE;

GLUCOSE;

FLUORODEOXYGLUCOSE;

ANIMAL EXPERIMENT; ARTICLE; GLUCOSE METABOLISM; HEART; HEART MUSCLE; NONHUMAN; POSITRON EMISSION TOMOGRAPHY; PRIORITY JOURNAL; RAT;

ANIMALS; GLUCOSE; MODELS, STATISTICAL; POSITRON-EMISSION TOMOGRAPHY; QUEBEC; RATS;

EID: 33947729534     PISSN: 08956111     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compmedimag.2006.12.003     Document Type: Article

References (35)

1. Kak A.C., and Slaney M. Principles of computerized tomographic imaging (1988), IEEE Press
2. Shepp L.A., and Vardi Y. Maximum likelihood reconstruction for emission tomography. IEEE Trans Med Imag 1 (1982) 113-122
3. Hudson H.M., and Larkin R.S. Accelerated image reconstruction using ordered subsets of projection data. IEEE Trans Med Imag 13 (1994) 601-609
4. Bhatia M., Karl W.C., and Willsky A.S. A wavelet-based method for multiscale tomographic reconstruction. IEEE Trans Med Imag 15 1 (1996) 92-101
5. Bonnet S., Peyrin F., Turjman F., and Prost R. Multiresolution reconstruction in fan-beam tomography. IEEE Trans Imag Process 11 3 (2002) 169-176
6. Peyrin F, Zaim M, Goutte R. Multiscale reconstruction of tomographic images. Proc SP Int'l Symp Time-Frequency Time-Scale Anal 1992;219-22.
7. Sahiner B., and Yagle A.E. Image reconstruction from projections under wavelet constraints. IEEE Trans Signal Process 41 12 (1993) 3579-3584
8. Chang S.G., Yu B., and Vetterli M. Spatially adaptive wavelet thresholding with context modeling for image denoising. IEEE Trans Imag Process 9 9 (2000) 1522-1532
9. Chambolle A., DeVore R.A., Lee N.-Y., and Lucier B.J. Nonlinear wavelet image processing: variational problems, compression, and noise removal through wavelet shrinkage. IEEE Trans Imag Process 7 3 (1998) 319-335
10. Wornell G.W., and Oppenheim A.V. Estimation of fractal signals from noisy measurements using wavelets. IEEE Trans Signal Process 40 3 (1992) 611-623
11. Ruttimann UE, Unser M, Rio D, Rawlings RR. Use of the wavelet transform to investigate differences in brain PET images between patients. In: Proc SPIE, Mathematical Methods in Medical Imaging 1993;2035:192-203.
12. Weaver J.B., Yansun X., Healy D.M., and Cromwell L.D. Filtering noise from images with wavelet transforms. Magn Reson Med 21 2 (1991) 288-295
13. Unser M. Texture classification and segmentation using wavelet frames. IEEE Trans Imag Process 4 11 (1995) 1549-1560
14. Choi H., and Baraniuk R.G. Multiscale image segmentation using wavelet-domain hidden Markov models. IEEE Trans Imag Process 10 9 (2001) 1309-1321
15. Lucier B.J., Kallergi M., Qian W., DeVore R.A., Clark R.A., Saff E.B., et al. Wavelet compression and segmentation of digital mammograms. J Digital Imag 7 1 (1994) 27-38
16. Wang J., and Huang H.K. Medical image compression by using three-dimensional wavelet transformation. IEEE Trans Med Imag 14 4 (1996) 547-554
17. Heinlein P., Drexl J., and Schneider W. Integrated wavelets for enhancement of microcalcifications in digital mammography. IEEE Trans Med Imag 22 3 (2003) 402-413
18. Strickland R. Wavelet transforms for detecting microcalcifications. IEEE Trans Med Imag 15 (1996) 218-229
19. Yoshida H., Doi K., Nishikawa R.M., Giger M.L., and Schmidt R.A. An improved computer-assisted diagnostic scheme using wavelet transform for detecting clustered microcalcifications in digital mammograms. Acad Radiol 3 8 (1996) 621-627
20. Mallat S.G. A theory for multiresolution signal decomposition: the wavelet representation. IEEE Trans Pattern Anal Machine Intell 11 7 (1989) 674-693
21. Turkheimer F.E., Brett M., Visvikis D., and Cunningham V.J. Multiresolution analysis of emission tomography images in the wavelet domain. J Cereb Blood Flow Metab 19 11 (1999) 1189-1208
22. Turkheimer F.E., Banati R.B., Visvikis D., Aston A.J.D., Gunn R.N., and Cunningham V.J. Modeling dynamic PET-SPECT studies in the wavelet domain. J Cereb Blood Flow Metab 20 5 (2000) 879-893
23. Turkheimer F.E., Aston J.A.D., Banati R.B., Riddell C., and Cunningham V.J. A linear wavelet filter for parametric imaging with dynamic PET. IEEE Trans Med Imag 22 3 (2003) 289-301
24. 11C]FLB 457. NeuroImage 17 (2002) 47-60
25. Patlak C.S., Blasberg R.G., and 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
26. Arhjoul L., and Bentourkia M. Study of myocardial glucose metabolism in rats with PET using wavelet. Comp Med Imag Graph 29 (2005) 357-365
27. Meyer Y. Wavelets: algorithms and applications (1993), Soc Indust Appl Math, Philadelphia
28. Daubechies I. Ten lectures on wavelets (1992), Soc Indust Appl Math, Philadelphia
29. Battle G. A block spin construction of ondelettes. Part I: Lemarie functions. Commun Math Phys 110 (1987) 601-615
30. Lemarie P.G. Ondelettes localisation exponentielles. J Math Pures Appl 67 3 (1988) 227-236
31. Misiti M, Misiti Y, Oppenheim G, Poggi JM. Les ondelettes et leurs applications. Hermes 2003;91-95.
32. Phelps M.E., Huang S.C., Hoffman E.J., Selin C., Sokoloff L., and 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
33. Lecomte R., Cadorette J., Rodrigue S., Lapointe D., Rouleau D., Bentourkia M., et al. Initial results from the Sherbrooke avalanche photodiode positron tomograph. IEEE Trans Nucl Sci 43 (1996) 1952-1957
34. Strauss L.G., Dimitrakopoulou-Strauss A., and Haberkorn U. Shortened PET data acquisition protocol for the quantification of 18F-FDG kinetics. J Nucl Med 44 (2003) 1933-1939
35. Martin A., Lodge M.A., Lucas J.D., Marsden P.K., Cronin B.F., O'Doherty M.J., et al. A PET study of 18FDG uptake in soft tissue masses. Eur J Nucl Med 26 (1999) 22-30