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The profiles of the various noise-free anatomy (MR -enhanced iMR -enhancedned by reconstructimagese same dataset with different weights and different numbers obtainedbyureconstructinged againsthehe ground truth.
This reduction in reconstruction time can have significant impact in practice: on this workstation, for example, reconstructing a full (2048times 2048times 2048) volume from 512 projections would take more than 3 h using SIRT with one GPU, whereas reconstructing the same data with the SIRT-FBP method would take roughly 146 s using FBP with one GPU, and roughly 25 s using gridrec.
As SUV is mainly used for therapy assessment, we mimicked a situation in which a patient would undergo pre-treatment and post-treatment scans on different generation PET systems by reconstructing the same raw PET data with an ordered subset expectation maximization (OSEM) algorithm known to meet EANM requirements, and a PSF or PSF plus TOF reconstruction designed for optimal tumour detection.
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In the case of monocular reconstruction, this deformation model was then employed to reconstruct the same mesh overlaid across such isometric surfaces as those given in Fig. 9, by using only the RGB camera.
It can reconstruct the same set of images to higher resolution when compared to conventional approach.
We use three different downsampling sets to reconstruct the same bandlimited graph signal.
In contrast, a total of 403,663,491 measurements would have been required by Algorithm 1 to reconstruct the same video.
The data for each patient was reconstructed the same way as the phantoms (15 iterations, 16 subsets) using A, AR and ARS compensation methods.
Because information such as boundaries of organs is very sparse in most MR images, compressed sensing makes it possible to reconstruct the same MR image from a very limited set of measurements significantly reducing the MRI scan duration.
However, it can be useful to reconstruct the same orientation and conformation as was used to generate the InChI, and the data required for this is contained in the InChI-AuxInfo.
To assess this, we reconstructed the same PET raw data with an OSEM algorithm known to meet EANM requirements and also with PSF with or without TOF reconstruction (PSF ± TOF).
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Justyna Jupowicz-Kozak
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