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Performance of the Iterative OSEM and HYPER Algorithm for Total-body PET at SUVmax with a Low 18F-FDG Activity, a Short Acquisition Time and Small Lesions
被引:2
作者:

Zan, Keyu
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Shandong First Med Univ, Affiliated Hosp 1, Dept Nucl Med, Jinan, Peoples R China
Shandong Prov Qianfoshan Hosp, Jinan, Peoples R China Shandong First Med Univ, Affiliated Hosp 1, Dept Nucl Med, Jinan, Peoples R China

Duan, Yanhua
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Shandong First Med Univ, Affiliated Hosp 1, Dept Nucl Med, Jinan, Peoples R China
Shandong Prov Qianfoshan Hosp, Jinan, Peoples R China Shandong First Med Univ, Affiliated Hosp 1, Dept Nucl Med, Jinan, Peoples R China

Zhao, Minjie
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Shandong First Med Univ, Affiliated Hosp 1, Dept Nucl Med, Jinan, Peoples R China
Shandong Prov Qianfoshan Hosp, Jinan, Peoples R China Shandong First Med Univ, Affiliated Hosp 1, Dept Nucl Med, Jinan, Peoples R China

Li, Hui
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Shandong First Med Univ, Affiliated Hosp 1, Dept Nucl Med, Jinan, Peoples R China
Shandong Prov Qianfoshan Hosp, Jinan, Peoples R China Shandong First Med Univ, Affiliated Hosp 1, Dept Nucl Med, Jinan, Peoples R China

Cui, Xiao
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Shandong First Med Univ, Affiliated Hosp 1, Dept Nucl Med, Jinan, Peoples R China
Shandong Prov Qianfoshan Hosp, Jinan, Peoples R China Shandong First Med Univ, Affiliated Hosp 1, Dept Nucl Med, Jinan, Peoples R China

Chai, Leiying
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Shandong First Med Univ, Affiliated Hosp 1, Dept Nucl Med, Jinan, Peoples R China
Shandong Prov Qianfoshan Hosp, Jinan, Peoples R China Shandong First Med Univ, Affiliated Hosp 1, Dept Nucl Med, Jinan, Peoples R China

Cheng, Zhaoping
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Shandong First Med Univ, Affiliated Hosp 1, Dept Nucl Med, Jinan, Peoples R China
Shandong Prov Qianfoshan Hosp, Jinan, Peoples R China Shandong First Med Univ, Affiliated Hosp 1, Dept Nucl Med, Jinan, Peoples R China
机构:
[1] Shandong First Med Univ, Affiliated Hosp 1, Dept Nucl Med, Jinan, Peoples R China
[2] Shandong Prov Qianfoshan Hosp, Jinan, Peoples R China
基金:
中国国家自然科学基金;
关键词:
Positron-emission tomography;
Reconstruction;
Image quality;
NEMA;
Acquisition time;
Injection activity;
PENALIZED LIKELIHOOD RECONSTRUCTION;
CLINICAL-EVALUATION;
D O I:
10.2174/0115734056274225240109112413
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:The primary objective of this comparative investigation was to examine the qualitative attributes of image reconstructions utilizing two distinctalgorithms, namely OSEM and HYPER Iterative, in total-body 18F- FDG PET/CT under various acquisition durations and injection activities. Methods:An initial assessment was executed using a NEMA phantom to compare image quality engendered by OSEM and HYPER Iterative algorithms.Parameters such as BV, COV, and CRC were meticulously evaluated. Subsequently, a prospective cohort study was conducted on 50 patients,employing both reconstruction algorithms. The study was compartmentalized into distinct acquisition time and dosage groups. Lesions werefurther categorized into three size-based groups. Quantifiable metrics including SD of noise, SUVmax, SNR, and TBR were computed. Additionally,the differences in values, namely Delta SUVmax, Delta TBR, %Delta SUVmax, %Delta SD, and %Delta SNR, between OSEM and HYPER Iterative algorithms were alsocalculated. Results:The HYPER Iterative algorithm showed reduced BV and COV compared to OSEM in the phantom study, with constant acquisition time. In theclinical study, lesion SUVmax, TBR, and SNR were significantly elevated in images reconstructed using the HYPER Iterative algorithm incomparison to those generated by OSEM (p < 0.001). Furthermore, an amplified increase in SUVmax was predominantly discernible in lesions withdimensions less than 10 mm. Metrics such as %Delta SNR and %Delta SD in HYPER Iterative exhibited improvements correlating with reducedacquisition times and dosages, wherein a more pronounced degree of enhancement was observable in both Delta SUVmax and Delta TBR. Conclusion:The HYPER Iterative algorithm significantly improves SUVmax and reduces noise level, with particular efficacy in lesions measuring <= 10 mm andunder conditions of abbreviated acquisition times and lower dosages.
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Nanjing Med Univ, Nanjing First Hosp, Dept Nucl Med, Nanjing 210006, Peoples R China Nanjing Med Univ, Nanjing First Hosp, Dept Nucl Med, Nanjing 210006, Peoples R China

Ai, Shu-Yue
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Nanjing Med Univ, Nanjing First Hosp, Dept Nucl Med, Nanjing 210006, Peoples R China Nanjing Med Univ, Nanjing First Hosp, Dept Nucl Med, Nanjing 210006, Peoples R China

Wu, Runze
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United Imaging Healthcare, Shanghai 201870, Peoples R China Nanjing Med Univ, Nanjing First Hosp, Dept Nucl Med, Nanjing 210006, Peoples R China

Lv, Yang
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United Imaging Healthcare, Shanghai 201870, Peoples R China Nanjing Med Univ, Nanjing First Hosp, Dept Nucl Med, Nanjing 210006, Peoples R China

Xie, Hui-Fang
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United Imaging Healthcare, Shanghai 201870, Peoples R China Nanjing Med Univ, Nanjing First Hosp, Dept Nucl Med, Nanjing 210006, Peoples R China

Dong, Yun
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United Imaging Healthcare, Shanghai 201870, Peoples R China Nanjing Med Univ, Nanjing First Hosp, Dept Nucl Med, Nanjing 210006, Peoples R China

Meng, Qing-Le
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Nanjing Med Univ, Nanjing First Hosp, Dept Nucl Med, Nanjing 210006, Peoples R China Nanjing Med Univ, Nanjing First Hosp, Dept Nucl Med, Nanjing 210006, Peoples R China

Wang, Feng
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Nanjing Med Univ, Nanjing First Hosp, Dept Nucl Med, Nanjing 210006, Peoples R China Nanjing Med Univ, Nanjing First Hosp, Dept Nucl Med, Nanjing 210006, Peoples R China
[20]
Subsecond total-body imaging using ultrasensitive positron emission tomography
[J].
Zhang, Xuezhu
;
Cherry, Simon R.
;
Xie, Zhaoheng
;
Shi, Hongcheng
;
Badawi, Ramsey D.
;
Qi, Jinyi
.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA,
2020, 117 (05)
:2265-2267

Zhang, Xuezhu
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h-index: 0
机构:
Univ Calif Davis, Dept Biomed Engn, Davis, CA 95616 USA Univ Calif Davis, Dept Biomed Engn, Davis, CA 95616 USA

Cherry, Simon R.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Biomed Engn, Davis, CA 95616 USA
Univ Calif Davis, Med Ctr, Dept Radiol, Sacramento, CA 95817 USA Univ Calif Davis, Dept Biomed Engn, Davis, CA 95616 USA

Xie, Zhaoheng
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Biomed Engn, Davis, CA 95616 USA Univ Calif Davis, Dept Biomed Engn, Davis, CA 95616 USA

Shi, Hongcheng
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h-index: 0
机构:
Fudan Univ, Zhongshan Hosp, Dept Nucl Med, Shanghai 200032, Peoples R China Univ Calif Davis, Dept Biomed Engn, Davis, CA 95616 USA

Badawi, Ramsey D.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Biomed Engn, Davis, CA 95616 USA
Univ Calif Davis, Med Ctr, Dept Radiol, Sacramento, CA 95817 USA Univ Calif Davis, Dept Biomed Engn, Davis, CA 95616 USA

Qi, Jinyi
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif Davis, Dept Biomed Engn, Davis, CA 95616 USA Univ Calif Davis, Dept Biomed Engn, Davis, CA 95616 USA