Improving PET spatial resolution and detectability for prostate cancer imaging

被引:17
作者
Bal, H. [1 ]
Guerin, L. [1 ]
Casey, M. E. [1 ]
Conti, M. [1 ]
Eriksson, L. [1 ]
Michel, C. [1 ]
Fanti, S. [2 ]
Pettinato, C. [3 ]
Adler, S. [4 ]
Choyke, P. [5 ]
机构
[1] Siemens Healthcare Mol Imaging, Knoxville, TN 37932 USA
[2] Univ Bologna, Policlin S Orsola Malpighi, Bologna, Italy
[3] St Orsola Marcello Malpighi Hosp, Med Phys Unit, Bologna, Italy
[4] NCI Leidos Biomed Res Inc, Bethesda, MD USA
[5] NCI, Bethesda, MD 20892 USA
关键词
prostate cancer; PET; TOF PET; spatial resolution; TIME-OF-FLIGHT; POSITRON-EMISSION-TOMOGRAPHY; SCATTER CORRECTION; MODEL OBSERVERS; IMPACT; C-11-ACETATE; PERFORMANCE; NOISE; F-18;
D O I
10.1088/0031-9155/59/15/4411
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Prostate cancer, one of the most common forms of cancer among men, can benefit from recent improvements in positron emission tomography (PET) technology. In particular, better spatial resolution, lower noise and higher detectability of small lesions could be greatly beneficial for early diagnosis and could provide a strong support for guiding biopsy and surgery. In this article, the impact of improved PET instrumentation with superior spatial resolution and high sensitivity are discussed, together with the latest development in PET technology: resolution recovery and time-of-flight reconstruction. Using simulated cancer lesions, inserted in clinical PET images obtained with conventional protocols, we show that visual identification of the lesions and detectability via numerical observers can already be improved using state of the art PET reconstruction methods. This was achieved using both resolution recovery and time-of-flight reconstruction, and a high resolution image with 2 mm pixel size. Channelized Hotelling numerical observers showed an increase in the area under the LROC curve from 0.52 to 0.58. In addition, a relationship between the simulated input activity and the area under the LROC curve showed that the minimum detectable activity was reduced by more than 23%.
引用
收藏
页码:4411 / 4426
页数:16
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