DocumentCode :
451690
Title :
A channelized Hotelling observer study comparing cone-beam, fan-beam and parallel-hole collimation in /sup 99m/Tc-sestamibi myocardial SPECT with a heterogeneous phantom population
Author :
Gilland, Karen L. ; Tsui, Benjamin M W ; Gullberg, Grant T.
Author_Institution :
Dept. of Radiol., Johns Hopkins Univ., Baltimore, MD
Volume :
3
fYear :
2005
fDate :
23-29 Oct. 2005
Lastpage :
1699
Abstract :
This study compared parallel-hole (PH), fan-beam (FB) and cone-beam (CB) collimation acquisition methods for myocardial perfusion, 99mTc-sestamibi myocardial SPECT imaging. For the task of myocardial defect detection, the channelized Hotelling observer (CHO) was used to compute the area under the ROC curve (AUC) in simulated SPECT images acquired using one of the following 5 single-detector acquisition methods: parallel-hole with 360deg acquisition (PH360), parallel-hole with 180deg acquisition (PH180), fan-beam with 360deg acquisition (FB360), fan-beam with 225deg acquisition (FB225), or cone-beam with 360deg acquisition (CB360). Unlike previous studies comparing PH, FB and CB, this study simulated a population of phantoms with variations in anatomy, defects and 99mTc-sestamibi uptake, as seen in actual cardiac SPECT patient images. Monte Carlo simulations were used to generate low noise projection data. Data were scaled to the same total scan time and to clinical count levels before adding Poisson noise. They were reconstructed using iterative OSEM with attenuation correction at various parameter settings. A single short axis (SA) slice was extracted, low-pass filtered at various cutoff frequencies and then rescaled to integer pixel values ranging from 0-255. For each acquisition method, OSEM parameter setting and filter cutoff, the AUC was estimated from 720 images. At the optimum parameter settings, the CB360 method yielded the highest AUC, followed by FB360, FB225, PH180 and PH360. The difference in AUC between the CB360 method and the other methods was statistically significant (p<0.05)
Keywords :
Monte Carlo methods; cardiology; expectation-maximisation algorithm; haemorheology; image reconstruction; low-pass filters; medical image processing; noise; phantoms; single photon emission computed tomography; stochastic processes; 99mTc-sestamibi myocardial SPECT; Monte Carlo simulations; Poisson noise; ROC curve; attenuation correction; channelized Hotelling observer; cone-beam collimation; fan-beam collimation; heterogeneous phantom population; image reconstruction; iterative OSEM; low noise projection data; low-pass filtering; myocardial defect detection; myocardial perfusion; parallel-hole collimation; single short axis slice; Anatomy; Collimators; Computational modeling; Concurrent computing; Image reconstruction; Imaging phantoms; Low pass filters; Myocardium; Noise generators; Noise level;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Nuclear Science Symposium Conference Record, 2005 IEEE
Conference_Location :
Fajardo
ISSN :
1095-7863
Print_ISBN :
0-7803-9221-3
Type :
conf
DOI :
10.1109/NSSMIC.2005.1596646
Filename :
1596646
Link To Document :
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