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The first two images were removed from all resting state datasets.
Other chromatin state datasets, including from the female lymphoblast cell line GM12878, show a shift towards more active promoters, but regardless of the dataset used, the bulk of the X chromosome is comprised of states reflecting transcribed and repressed chromatin.
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Unless otherwise stated, datasets were analyzed with the R statistical programming language using programs maintained as part of the Bioconductor suite [ 43].
In Figs. 9 and 10, we present NMSE and PSNR results for five subjects each of task-based dataset and resting-state dataset, respectively.
Next, the proposed methodology is demonstrated and evaluated through application to a real engineering structure – a Piper Tomahawk trainer aircraft wing – with its performance compared to classifiers trained using the full damaged-state dataset.
Likewise, Fig. 4 shows one of the reconstructed brain slices of resting-state dataset (Baltimore dataset) using the proposed Optshrink LR + S and the existing LR + S [15] method.
A study using Granger causality on a resting-state dataset revealed increased effective connectivity of this connection in SAD patients (Liao, Qiu et al. 2010b).
The resting-state dataset consisted of the first 60 participants (41 females, age ranges: 4 between 22 and 25 years, 23 between 26 and 30 years and 33 between 31 and 35 years) of the WU-Minn Human Connectome Project (HCP) (Van Essen et al., 2013).
This was the first time in Victoria that a large EMS dataset has been linked to the state hospital datasets, it was also the first time that a large EMS trauma dataset has been linked to the VSTORM dataset.
Since both resting-state fMRI dataset (Baltimore dataset) and task-based fMRI dataset (false belief fMRI dataset) are fully sampled, we simulated undersampled k-space data ({mathbf{Y }}) in (2) by computing the Fourier transform of Casorati matrix ({mathbf{X }}) and then, retrospectively undersampling in the k-space using measurement matrix ({mathbf {Phi }}).
Figure 4 illustrates the advantage of wavelet transforming resting state fMRI datasets: the entropy in the image domain is much larger than that in the wavelet domain.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com