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Selecting optimal physiological models via statistical model comparison #3

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mrikasper opened this issue Jul 18, 2022 · 2 comments
Open
1 task

Selecting optimal physiological models via statistical model comparison #3

mrikasper opened this issue Jul 18, 2022 · 2 comments
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capability stretch-goal

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  • Explore interface to Matlab toolbox for statistical model comparison (e.g., MACS)
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mrikasper commented Nov 27, 2023 •
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  • Implement by Following suggestions in PhysIO FAQ

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Update: In the BrainHack23 Toronto, @likeajumprope and me managed to achieve the following:

  • Found a publicly available dataset on OpenNeuro to finally demonstrate a full processing pipeline,
  • Get PhysIO and a basic preprocessing pipeline running, up to the F-test statistical parametric maps that show where in the brain the noise models explain signal variance (see screenshot below)
  • All code is in a dedicated repository. now we can continue to try out the model comparison.

image

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TAPAS PhysIO - Community Improvement Wish List
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@mrikasper @likeajumprope