EJNMMI Physics · 2020 · 52 citations · 31 references
MedicineNuclear MedicineRadiologyBiomedical ImagingDiagnostic ImagingDiagnostic RadiologyImage OptimizationImage QualityImage Quality AssessmentImage ReconstructionImagingMedical ImagingIterative Image ReconstructionIterative Reconstruction OptimizationPet Image ReconstructionReconstruction AlgorithmsSignal-to-noise RatioSignal-to-noise Ratio AnalysisSignal-to-noise Ratio EnhancementTime-of-flight Pet
BACKGROUND: Routine PET exams are increasingly performed with reduced injected activities, leading to the use of different image reconstruction parameters than the NEMA parameters, in order to prevent from any deleterious decrease in signal-to-noise ratio (SNR) and thus, in lesion detectability. This study aimed to provide a global head-to-head comparison between digital (Vereos, Philips®) and analog (Ingenuity TF, Philips®) PET cameras of the trade-off between SNR and contrast through a wide-ranging number of reconstruction iterations, and with a further reconstruction optimization based on the SNR of small lesions. METHODS: Image quality parameters were compared between the two cameras on human and phantom images for a number of OSEM reconstruction iterations ranging from 1 to 10, the number of subsets being fixed at 10, and with the further identification of reconstruction parameters maximizing the SNR of spheres and adenopathies nearing 10 mm in diameter. These reconstructions were additionally obtained with and without time-of-flight (TOF) information (TOF and noTOF images, respectively) for further comparisons. RESULTS: On both human and phantom TOF images, the compromise between SNR and contrast was consistently more advantageous for digital than analog PET, with the difference being particularly pronounced for the lowest numbers of iterations and the smallest spheres. SNR was maximized with 1 and 2 OSEM iterations for the TOF images from digital and analog PET, respectively, whereas 4 OSEM iterations were required for the corresponding noTOF images from both cameras. On the TOF images obtained with this SNR optimization, digital PET exhibited a 37% to 44% higher SNR as compared with analog PET, depending on sphere size. These relative differences were however much lower for the noTOF images optimized for SNR (- 4 to + 18%), as well as for images reconstructed according to NEMA standards (- 4 to + 12%). CONCLUSION: SNR may be dramatically higher for digital PET than for analog PET, especially when optimized for small lesions. This superiority is mostly attributable to enhanced TOF resolution and is significantly underestimated in NEMA-based analyses.
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An iterative technique for the rectification of observed distributions
L. B. Lucy · The Astronomical Journal · 1974 · 3.8K citations
Natural Sciences, Astronomy, Physics +10
Benefit of Time-of-Flight in PET: Experimental and Clinical Results
Joel S. Karp, Suleman Surti, Margaret E. Daube-Witherspoon et al. · Journal of Nuclear Medicine · 2008 · 584 citations · Full text
Performance Characteristics of the Digital Biograph Vision PET/CT System
Joyce van Sluis, Johan de Jong, Jenny Schaar et al. · Journal of Nuclear Medicine · 2019 · 485 citations · Full text