Protocols for Harmonized Quantification and Noise Reduction in Low-Dose Oncologic 18F-FDG PET/CT Imaging

被引:9
作者
Machado, Marcos A. D. [1 ,2 ]
Menezes, Vinicius O. [1 ,3 ]
Namias, Mauro [4 ]
Vieira, Naiara S. [1 ]
Queiroz, Cleiton C. [1 ,5 ]
Matheoud, Roberta [6 ]
Alessio, Adam M. [7 ]
Oliveira, Mercia L. [8 ]
机构
[1] Sao Rafael Hosp, Nucl Med Dept, Ave Sao Rafael 2152, BR-41253190 Salvador, BA, Brazil
[2] Univ Fed Bahia Ebserh, Hosp Clin, Salvador, BA, Brazil
[3] Univ Fed Pernambuco Ebserh, Hosp Clin, Recife, PE, Brazil
[4] Fdn Ctr Diagnost Nucl, Buenos Aires, DF, Argentina
[5] Hosp Univ Prof Alberto Antunes Ebserh, Maceio, Brazil
[6] Azienda Osped Maggiore Carita, Dept Med Phys, Novara, Italy
[7] Univ Washington, Dept Radiol, Seattle, WA 98195 USA
[8] CNEN, Ctr Reg Ciencias Nucl CRCN NE, Recife, PE, Brazil
关键词
PET/CT protocols; optimization; quantification; biomarker; EARL accreditation; TIME-OF-FLIGHT; POINT-SPREAD FUNCTION; CELL LUNG-CANCER; LESION DETECTABILITY; FDG-PET; RECONSTRUCTION; ACCURACY; SUV; ACCREDITATION; OPTIMIZATION;
D O I
10.2967/jnmt.118.213405
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
Oncologic F-18-FDG PET/CT acquisition and reconstruction protocols need to be optimized for both quantitative and detection tasks. To date, most studies have focused on either quantification or noise, leading to quantitative harmonization guidelines or appropriate noise levels. We developed and evaluated protocols that provide harmonized quantitation with optimal amounts of noise as a function of acquisition parameters and body mass. Methods: Multiple image acquisitions (n = 17) of the International Electrotechnical Commission/National Electrical Manufacturers Association PET image-quality phantom were performed with variable counting statistics. Phantom images were reconstructed with 3-dimensional ordered-subset expectation maximization (OSEM3D) and point-spread function (PSF) for harmonized quantification of the contrast recovery coefficient of the maximum pixel value (CRCmax). The lowest counting statistics that resulted in compliance with European Association of Nuclear Medicine recommendations for CRCmax and CRCmax variability were used as optimization metrics. Image noise in the liver of 48 typical oncologic F-18-FDG PET/CT studies was analyzed with OSEM3D and PSF harmonized reconstructions. We also evaluated 164 additional F-18-FDG PET/CT reconstructed list-mode images to derive analytic expressions that predict image quality and noise variability. Phantom-to-subject translational analysis was used to derive optimized acquisition and reconstruction protocols. Results: For harmonized quantitation levels, PSF reconstructions yielded decreased noise and lower CRCmax variability than regular OSEM3D reconstructions, suggesting they could enable a decreased activity regimen for matched performance. Conclusion: PSF reconstruction with a 7-mm postprocessing filter can provide harmonized quantification performance and acceptable image noise levels with injected activity, duration, and mass settings using a 260 MBq.s/kg acquisition parameter at scan time. Similarly, OSEM3D with a 5-mm postprocessing filter can provide similar performance with 401 MBq.s/kg.
引用
收藏
页码:47 / 54
页数:8
相关论文
共 38 条
  • [1] A Systematic Review of the Factors Affecting Accuracy of SUV Measurements
    Adams, Michael C.
    Turkington, Timothy G.
    Wilson, Joshua M.
    Wong, Terence Z.
    [J]. AMERICAN JOURNAL OF ROENTGENOLOGY, 2010, 195 (02) : 310 - 320
  • [2] Minimum lesion detectability as a measure of PET system performance
    Adler, Stephen
    Seidel, Jurgen
    Choyke, Peter
    Knopp, Michael V.
    Binzel, Katherine
    Zhang, Jun
    Barker, Craig
    Conant, Shielah
    Maass-Moreno, Roberto
    [J]. EJNMMI PHYSICS, 2017, 4
  • [3] EANM/EARL harmonization strategies in PET quantification: from daily practice to multicentre oncological studies
    Aide, Nicolas
    Lasnon, Charline
    Veit-Haibach, Patrick
    Sera, Terez
    Sattler, Bernhard
    Boellaard, Ronald
    [J]. EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2017, 44 : S17 - S31
  • [4] Influence of Statistical Fluctuation on Reproducibility and Accuracy of SUVmax and SUVpeak: A Phantom Study
    Akamatsu, Go
    Ikari, Yasuhiko
    Nishida, Hiroyuki
    Nishio, Tomoyuki
    Ohnishi, Akihito
    Maebatake, Akira
    Sasaki, Masayuki
    Senda, Michio
    [J]. JOURNAL OF NUCLEAR MEDICINE TECHNOLOGY, 2015, 43 (03) : 222 - 226
  • [5] Improvement in PET/CT Image Quality with a Combination of Point-Spread Function and Time-of-Flight in Relation to Reconstruction Parameters
    Akamatsu, Go
    Ishikawa, Kaori
    Mitsumoto, Katsuhiko
    Taniguchi, Takafumi
    Ohya, Nobuyoshi
    Baba, Shingo
    Abe, Koichiro
    Sasaki, Masayuki
    [J]. JOURNAL OF NUCLEAR MEDICINE, 2012, 53 (11) : 1716 - 1722
  • [6] Resolution modeling enhances PET imaging
    Alessio, Adam M.
    Rahmim, Arman
    Orton, Colin G.
    [J]. MEDICAL PHYSICS, 2013, 40 (12)
  • [7] PET/CT imaging in different types of lung cancer: An overview
    Ambrosini, Valentina
    Nicolini, Silvia
    Caroli, Paola
    Nanni, Cristina
    Massaro, Arianna
    Marzola, Maria Cristina
    Rubello, Domenico
    Fanti, Stefano
    [J]. EUROPEAN JOURNAL OF RADIOLOGY, 2012, 81 (05) : 988 - 1001
  • [8] Clinical evaluation of PET image reconstruction using a spatial resolution model
    Andersen, Flemming Littrup
    Klausen, Thomas Levin
    Loft, Annika
    Beyer, Thomas
    Holm, Soren
    [J]. EUROPEAN JOURNAL OF RADIOLOGY, 2013, 82 (05) : 862 - 869
  • [9] [Anonymous], 2017, EANM FDG PET CT ACCR
  • [10] [Anonymous], EARL PROC ASS PET CT