DocumentCode :
3331354
Title :
On an information-theoretical assessment of PET system design
Author :
Kao, Chien-Min
Author_Institution :
Dept. of Radiol., Univ. of Chicago, Chicago, IL, USA
fYear :
2009
fDate :
Oct. 24 2009-Nov. 1 2009
Firstpage :
3995
Lastpage :
3998
Abstract :
We treat a PET imaging system as a communication channel and employ the information theory to develop an analytic expression for characterizing its ability to transmit information about the source to the receiver. Based on our result, we propose a particular rate function as a useful measure for evaluating the performance of PET system. We find that this rate function possesses the desirable properties: it predicts that higher sensitivity and higher resolution PET systems perform better, better timing-resolution TOF-PET systems perform better, and TOF PET imaging is better than non-TOF PET imaging.
Keywords :
image reconstruction; image resolution; information theory; medical image processing; positron emission tomography; PET system design; TOF PET imaging; TOF-PET systems; communication channel; information theory; information transmission; rate function; sensitivity; timing resolution; Communication channels; Event detection; Hardware; High-resolution imaging; Image reconstruction; Image resolution; Information analysis; Information theory; Mutual information; Positron emission tomography;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Nuclear Science Symposium Conference Record (NSS/MIC), 2009 IEEE
Conference_Location :
Orlando, FL
ISSN :
1095-7863
Print_ISBN :
978-1-4244-3961-4
Electronic_ISBN :
1095-7863
Type :
conf
DOI :
10.1109/NSSMIC.2009.5401933
Filename :
5401933
Link To Document :
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