Add option to classify components based on their correlation with regressors #1009
Labels
effort: high
More than 40h total work
enhancement
issues describing possible enhancements to the project
impact: high
Enhancement or functionality improvement that will affect most users
priority: low
issues that are not urgent
Summary
Stems off #879. A number of users have mentioned in the past they would love tedana to consider regressors (good and bad) to better classify ICA components.
Additional Detail
With the new decision tree, it should be approachable to add a node that takes a regressor file with some other arguments and compares them with the ICA component time series. Then based on a threshold applied to correlation values, tedana could classify components as accepted or rejected. This could also be extended to maps in the future.
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