Impact of total variation regularized expectation maximization reconstruction on the image quality of 68Ga-PSMA PET: a phantom and patient study

被引:15
作者
Yang, Feng-Jiao [1 ]
Ai, Shu-Yue [1 ]
Wu, Runze [2 ]
Lv, Yang [2 ]
Xie, Hui-Fang [2 ]
Dong, Yun [2 ]
Meng, Qing-Le [1 ]
Wang, Feng [1 ]
机构
[1] Nanjing Med Univ, Nanjing First Hosp, Dept Nucl Med, Nanjing 210006, Peoples R China
[2] United Imaging Healthcare, Shanghai 201870, Peoples R China
基金
中国国家自然科学基金;
关键词
TIME; ALGORITHM; PSMA;
D O I
10.1259/bjr.20201356
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
Objectives: To investigate the impact of total variation regularized expectation maximization (TVREM) reconstruction on the image quality of Ga-68-PSMA-11 PET/CT using phantom and patient data. Methods: Images of a phantom with small hot sphere inserts and 20 prostate cancer patients were acquired with a digital PET/CT using list-mode and reconstructed with ordered subset expectation maximization (OSEM) and TVREM with seven penalisation factors between 0.01 and 0.42 for 2 and 3 minutes-per-bed (m/b) acquisition. The contrast recovery (CR) and background variability (BV) of the phantom, image noise of the liver, and SUVmax of the lesions were measured. Qualitative image quality was scored by two radiologists using a 5-point scale (1-poor, 5-excellent). Results: The performance of CR, BV, and image noise, and the gain of SUVmax was higher for TVREM 2 m/b groups with the penalization of 0.07 to 0.28 compared to OSEM 3 m/b group (all p < 0.05). The image noise of OSEM 3 m/b group was equivalent to TVREM 2 and 3 m/b groups with a penalization of 0.14 and 0.07, while lesions' SUVmax increased 15 and 20%. The highest qualitative score was attained at the penalization of 0.21 (3.30 +/- 0.66) for TVREM 2 m/b groups and the penalization 0.14 (3.80 +/- 0.41) for 3 m/b group that equal to or greater than OSEM 3 m/b group (2.90 +/- 0.45, p = 0.2 and p < 0.001). Conclusions: TVREM improves lesion contrast and reduces image noise, which allows shorter acquisition with preserved image quality for PSMA PET/CT. Advances in knowledge: TVREM reconstruction with optimized penalization factors can generate higher quality PSMA-PET images for prostate cancer diagnosis.
引用
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页数:8
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