DocumentCode :
462750
Title :
Partial Volume Correction Using Continuous Wavelet Technique in Small Animal PET Imaging
Author :
Arhjoul, Lahcen ; Sarrhini, Otman ; Bentourkia, M. Hamed
Author_Institution :
Dept. of Nucl. Medicine & Radiobiol., Sherbrooke Univ., Que.
Volume :
5
fYear :
2006
fDate :
Oct. 29 2006-Nov. 1 2006
Firstpage :
2717
Lastpage :
2721
Abstract :
The underestimation of the emitted radioactivity in small tissue structures measured with PET unfortunately requires correction for the partial volume effect (PVE) prior to image analysis. Meanwhile, the continuous wavelet transform (CWT) has the potential to isolate the signal of small structures from their environments, and to determine each structure by its width and position in PET images. Using CWT analysis and recovery coefficients (RQ, we report a new approach to correct for PVE in phantom and in rat PET images, regardless of the shape of the structures. The results show a full recovery in image intensity in the phantom small hot spots, and similarly in the rat tumors without any additional noise. On the other hand, dynamic FDG-PET was performed in rat images before and after PVE correction to assess tumor metabolic rates of glucose (MRG). The MRG values after PVE correction were significantly increased by 2.2 and 2.1 mumoles/100g/min for right and left tumors respectively, compared to those before PVE correction.
Keywords :
medical image processing; phantoms; positron emission tomography; tumours; wavelet transforms; CWT analysis; PVE correction; continuous wavelet transform; dynamic FDG-PET; glucose; image intensity; metabolic rates; partial volume effect; phantom; rat tumors; recovery coefficient; small animal PET imaging; Animal structures; Continuous wavelet transforms; Image analysis; Imaging phantoms; Neoplasms; Noise shaping; Positron emission tomography; Shape; Volume measurement; Wavelet transforms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Nuclear Science Symposium Conference Record, 2006. IEEE
Conference_Location :
San Diego, CA
ISSN :
1095-7863
Print_ISBN :
1-4244-0560-2
Electronic_ISBN :
1095-7863
Type :
conf
DOI :
10.1109/NSSMIC.2006.356441
Filename :
4179598
Link To Document :
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