Abstract:
:In positron emission tomography (PET), there is an increasing interest in studying not only the regional mean tracer concentration, but its variation arising from local differences in physiology, the tissue heterogeneity. However, in reconstructed images this physiological variation is shadowed by a large reconstruction error, which is caused by noisy data and the inversion of tomographic problem. We present a new procedure which can quantify the error variation in regional reconstructed values for given PET measurement, and reveal the remaining tissue heterogeneity. The error quantification is made by creating and reconstructing the noise realizations of virtual sinograms, which are statistically similar with the measured sinogram. Tests with physical phantom data show that the characterization of error variation and the true heterogeneity are possible, despite the existing model error when real measurement is considered.
journal_name
Phys Med Bioljournal_title
Physics in medicine and biologyauthors
Forma J,Niemi JA,Ruotsalainen Udoi
10.1088/0031-9155/58/14/4849subject
Has Abstractpub_date
2013-07-21 00:00:00pages
4849-64issue
14eissn
0031-9155issn
1361-6560journal_volume
58pub_type
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