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[ENH] Mrtrix3-based pipeline #190

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GalKepler opened this issue Mar 29, 2022 Discussed in #186 · 0 comments
Open

[ENH] Mrtrix3-based pipeline #190

GalKepler opened this issue Mar 29, 2022 Discussed in #186 · 0 comments

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@GalKepler
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Discussed in #186

Originally posted by GalBenZvi November 22, 2021
Hi all,

I've been using mrtrix3 to process my diffusion data for the past few months and it seems to provide good results.

I was wondering if it might be beneficial to provide a mrtrix3-based pipeline in dMRIPrep?

I know that several functions of mrtrix3 actually serve as wrappers for FSL functions (like dwifslpreproc), but some preprocessing tools that are available in mrtrix3 aren't in FSL (like MP-PCA denoising, Gibbs de-ringing, etc.).

Would love your input on this matter!

Over the past few months, I've learned that mrtrix has an internal procedure for handling the rotation of b-vectors when applying such rotations and transformations to the DWI images (as part of many processes during preprocessing).

Additionally, I've implemented a pre-processing pipeline that is suitable for handling sophisticated fieldmap schemes (DWI+EPI) as this is the scheme we're using in my lab.
It is currently located in my fork of dMRIPrep but I would love to merge it into nipreps's original tool.
As mentioned, my pipeline utilizes mrtrix, but if this poses a problem in terms of integration with nipreps, I would be happy to explore alternatives.

Looking forward to your thoughts! (:

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