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[ENH] add anisotropic kurtosis, make dki default? #1097

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merged 3 commits into from
Feb 1, 2024

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@36000 36000 commented Jan 29, 2024

This adds a new anisotropic kurtosis parameter.

It also makes DKI tand fa/md/kfa/mk the default scalars for multishell data, and DTI FA/MD the default for single shell (our current default)

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36000 commented Jan 30, 2024

image

DKI KFA (left) vs DKI FA (right) on HCP subejct

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36000 commented Jan 30, 2024

@arokem this is ready for review / merge!

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Thanks for adding KFA! We might want to add a link to this paper somewhere in the documentation: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7028548/, which will help users understand how this differs from the DTI FA.

Regarding making DKI the default, I would be fine with that, but I'd suggest adding a check that the data can be used for DKI (i.e., that it has multiple non-zero b-values) before starting the run, and raising an informative error when that's not the case, telling users how they should change their call (i.e., where to change into "dti_fa" and "dti_md").

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@36000 36000 merged commit 534c433 into yeatmanlab:master Feb 1, 2024
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