Effect of a Bayesian Penalized Likelihood PET Reconstruction Compared With Ordered Subset Expectation Maximization on Clinical Image Quality Over a Wide Range of Patient Weights

被引:27
作者
Chilcott, Anna K. [1 ,2 ]
Bradley, Kevin M. [3 ]
McGowan, Daniel R. [1 ,4 ]
机构
[1] Oxford Univ Hosp NHS Fdn Trust, Churchill Hosp, Radiat Phys & Protect, Oxford OX3 7LE, England
[2] Royal Surrey Cty Hosp NHS Fdn Trust, Dept Nucl Med, Guildford, Surrey, England
[3] Oxford Univ Hosp NHS Fdn Trust, Churchill Hosp, Dept Radiol, Oxford, England
[4] Univ Oxford, Dept Oncol, Oxford, England
关键词
Bayesian penalized likelihood; FDG; ordered subset expectation maximization; PET/CT; signal-to-noise ratio; IMPACT;
D O I
10.2214/AJR.17.18060
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
OBJECTIVE. A study was performed to compare background liver signal-to-noise ratio (SNR) and visually assessed image quality of clinical PET/CT studies from the same PET acquisition data reconstructed by Bayesian penalized likelihood (BPL) and ordered subset expectation maximization (OSEM) over a range of patient weights. MATERIALS AND METHODS. The effect of a BPL PET reconstruction algorithm on liver SNR and visually assessed image quality over a range of patient weights (41-196 kg; n = 108) was retrospectively compared with standard-of-care OSEM reconstruction on the same PET acquisition data after IV administration of F-18-FDG (4 MBq/kg). RESULTS. BPL showed no significant change (p > 0.05) in liver SNR with increasing weight and body mass index (BMI), whereas OSEM showed increasing noise with increasing weight and BMI. The liver SNR was significantly higher using BPL than a standard OSEM reconstruction (p < 0.0002 for all BMI groups). Visually assessed image quality declined at a greater rate with increasing weight and BMI in the OSEM images than with BPL images. CONCLUSION. BPL provides a more consistent visually assessed image quality and liver background SNR than does OSEM, with the greatest benefit for the heaviest patients.
引用
收藏
页码:153 / 157
页数:5
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