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Using ggplot and shiny in R to visualize the association between structural disconnectivity and functional deviation in patients with MS.

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adbartni/functional_reorganization_paper

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Visualizing the interaction between structural disruption and functional connectivity

For more background, see my other repo.

The code in this repository is used to create a Shiny webapp in R to easily visualize how structural disruption impact deviations in functional connectivity.

The main benefit of doing this is that a Shiny webapp makes it very easy to interact with our data and visualize what would be hundreds of graphs. This is acheived by making it possible to select a brain region from a list and seeing graphs of all connections to that region that are statistically relevant.

From this we can see how well our data fits our assumption of a linear model, or how a power transformation affects our model.

This is intended to briefly inform future decision of statistical analyses.

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Using ggplot and shiny in R to visualize the association between structural disconnectivity and functional deviation in patients with MS.

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