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Recently, in[29, 30], a denoising autoencoder (DAE), which is one of deep neural network (DNN) approaches, was used to do a mapping of coefficient vectors from a sequence of reverberant speech to a sequence of clean speech.
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The correlation coefficient on the approximation was − 0.983 Fig. 5 Mapping of correlation coefficient on linear approximation to compute gradient p in the Eq. (3).
We characterized model uncertainty by creating corresponding maps of the coefficient of variation in Random Forest shrub biomass estimates.
The map of the coefficient of determination (R, fit precision) and the binary map based on the bi-exponential condition (Eq.3) (0 = monoexponential decay, 1 = bi-exponential decay) were saved as well.
The reconstructed 3D image of the eyeball phantom and the regenerated ABS phantom are shown in Fig. 8. Shown in Fig. 9 are the maps of absorption coefficients (a) and reduced scattering coefficients (b) with and without correction.
The reconstructed 3D image of the back of the gelatin mouse phantom and the regenerated ABS phantom are shown in Fig. 11. Figure 12 shows the maps of absorption coefficients (a) and reduced scattering coefficients (b) of the gelatin mouse with and without applying the shape correction.
The mapping of apparent diffusion coefficients showed a reduction (hypointensity) of apparent diffusion coefficient precisely in the areas undergoing secondary ischaemia during the period of ECoG monitoring, indicating that delayed ischaemic transformation occurs in regions of secondary damage during the time of multiple PID passage.
Attenuation correction requires a co-registered map of attenuation coefficients at the relevant photon energy that for the majority of preclinical systems can be provided by CT [60].
While in PET/CT PET attenuation data can be derived from transforming available CT transmission images into maps of attenuation coefficients at 511 keV, no such transmission data are available for PET/MRI.
Satellite-based maps of anomaly coefficients for chlorophyll concentration and temperature in the Atlantic ocean have been shown to feature substantial differences, the zones of elevated anomaly of chlorophyll concentration and temperature — to be close only in the vicinity of the Amazon outflow into the Atlantic ocean.
The attenuation map is a distribution map of attenuation coefficients measured by CT and designed to obtain more legible PET images, thereby allowing PET and CT image fusion.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com