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Students are among the creative voices telling us how we can do better: some are helping create the material we provide.

In the supplemental material we provide for download R software for the calculation of the LDA classifier, as well as the bolstered resubstitution error estimator, and instructions that other laboratories can use to design their classifiers (Statistical Package S2).

As supplementary material, we provide downloadable sample workflows that incorporate and demonstrate cyREST functionality using py2cytoscape and RCy3 harmonization libraries.

In the Supplemental Material we provide a complete list of deregulated miRNAs identified by MPEA (see Additional file 1 - Table S1).

In an initial experiment using this material we provide additional evidence to support 18 loci as susceptibility markers for RA in people of European ancestry.

In the supplemental material, we provide an animation of the rendered multi-modal volumes (see Movie S2) to allow for a three-dimensional assessment from different viewing angles.

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In the Supplementary materials, we provide Supplementary Tables 2, 3 and 4, which include demographics details for our datasets.

In the supplementary materials we provide, as an example, a spatial illustration of the disease dynamics over the 2007 disease season (Illustration S1).

In our supplemental materials, we provide a short video made by dividing each stage into 8 sub-sub-stages ('BDGP_GEMs.avi').

Figure 4 assumes a symmetric surround and no amplitude modulation with attention; in the supplementary materials we provide simulations of other configurations (Supplementary Fig. 3). Figure 2 B and D shows the difference maps for the 2 example neurons.

In the supplementary materials, we provide equivalent analyses for the encoding and retrieval periods (but note that anxiety effects on brain activation during encoding cannot be analyzed separately for manipulation and maintenance conditions, as participants were cued as to the specific task condition after encoding).

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