Title :
Supersampling in PET. A concept for improvement of the resolution of positron emission tomography
Author :
Assentoft, Joergen Erik ; Thomsen, Jesper Skovhus ; Andreasen, Arne
Author_Institution :
Dept. of Nucl. Med., Aalborg Univ. Hosp., Aalborg, Denmark
fDate :
Aug. 31 2010-Sept. 4 2010
Abstract :
At present, the maximum spatial resolution of state-of-the-art PET scanners is not better than 5 mm, whereas the maximum resolution obtained in the resulting images is approximately 10 mm. At least some of this difference is a result of an inherent, complex noise component that can be eliminated using “supersampling”. The aim of the study was to apply the supersampling technique to PET image recordings to lower the noise and to improve the in-plane resolution of the recorded images. A standardized phantom was investigated with the supersampling technique. In addition to the standard CT and PET series, 14 further PET series were recorded with the phantom at exactly the same position, and 4 further series were recorded with the phantom placed in another well defined position. After merging corresponding images, the image noise index and the image resolution are both substantially improved. The suggested PET image recording and processing technique provides a substantial increase in PET image quality without exposing the patient to any additional radiation, and might therefore become a powerful tool for investigative as well as diagnostic purposes.
Keywords :
image denoising; image resolution; medical image processing; phantoms; positron emission tomography; sampling methods; CT; PET; diagnosis; image noise index; image processing; image quality; image resolution; inherent complex noise component; maximum spatial resolution; positron emission tomography; standardized phantom; supersampling; Computed tomography; Image quality; Noise; Phantoms; Positron emission tomography; Spatial resolution; Algorithms; Data Interpretation, Statistical; Image Enhancement; Image Interpretation, Computer-Assisted; Phantoms, Imaging; Positron-Emission Tomography; Reproducibility of Results; Sample Size; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
Print_ISBN :
978-1-4244-4123-5
DOI :
10.1109/IEMBS.2010.5627447