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Denoising of dynamic PET data improves parameter imaging by PET and is gaining momentum.
Through mathematical analyses and numerical experiments, we show that the proposed framework improves parameter identifiability and leads to better estimation quality compared to conventional methods.
Moreover, a spatial-based repetitive controller is added and operates in parallel with the adaptively feedback linearized system, which not only further reduces the tracking error but also improves parameter adaptation.
In such complex responses consisting of many correlated variables, substitution of missing data generally improves parameter estimation.
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In this respect, a previous report has demonstrated that SRL improves parameters of diastolic function in heart transplant patients [ 11].
In the view of patients with type 2 diabetes the German DMP improves parameters of process quality of care.
Accordingly, it has several advantages including improved parameter identifiability [3, 4], and more flexibility for transmit beampattern design [5 7].
The latter provides interference rejection capabilities, improved parameter identification and flexibility in the design of a beam pattern.
Here, a novel, robust criterion is presented for computing optimal dynamic inputs for experiments aiming at improving parameter precision.
Two optimal experimental design (OED) problems for an enzymatic biodiesel production system are investigated to improve parameter estimation quality.
This approach can improve parameter precision, but it remains as labor intensive as in the days of film recording.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com