feat: rename BIDS files for multi-orientation series.

[bpinsard]

(rebase of #441 , many years later I know slightly more what I am doing.)
The purpose of that PR is to rename files adding acq-orient when there are multiple files with varying orientation generated by dcm2niix ( ...._i00000[0-9].json/nii.gz) . Otherwise heudiconv want to rename the separate files to the same BIDS name and crash.

The obvious main use-case would be 3-plane localizers.
You're gonna tell me: why do you want to bidsify localizers?
Well, why not? Also, we started exporting the localizers combined+uncombined as a potential way to QA the head-coil elements. And I would like to have that future tool running on clean BIDS, not on messy dicoms.

[codecov]

Codecov Report

Attention: Patch coverage is 88.23529% with 6 lines in your changes missing coverage. Please review.

Project coverage is 82.22%. Comparing base (383525d) to head (5fedadb).

Files with missing lines	Patch %	Lines
heudiconv/convert.py	80.00%	4 Missing ⚠️
heudiconv/heuristics/bids_localizer.py	92.85%	1 Missing ⚠️
heudiconv/heuristics/reproin.py	50.00%	1 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##           master     #788      +/-   ##
==========================================
+ Coverage   82.13%   82.22%   +0.08%     
==========================================
  Files          42       43       +1     
  Lines        4226     4275      +49     
==========================================
+ Hits         3471     3515      +44     
- Misses        755      760       +5     

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[yarikoptic]

Overall - makes sense, thanks! Left some recommendations/comments.

My main concern is that we would do that "all the time" and unconditionally to anything else , i.e. may be there is some other entity for which we would already separate by and thus this orientation would not be needed?

what I mean -- what other (if any) scans other than localizer/scouts could have multiple ImageOrientationPatientDICOM ?

[yarikoptic]

Thanks @bpinsard . But could you add anything about that concern of "all the time"? ;-)

[bpinsard]

For now, multi-orient series cause heudiconv to crash unless the overwrite flag is used, but in that case only one nifti (the last) is kept.

So the only hypothetical case where we would add the acq- entity while deduplication of filename was not required, would be if each orientation would be already renamed with -part, echo- or ch- entity, which IMO would be surprising to differentially acquire (echo index) or reconstruct (part|ch) each acquired orientation.

The only series other than localizers that could maybe result in multiple ImageOrientationPatientDICOM that I could think of would be non-product sequences:

• maybe using FIRMM, or sequences that use navigators to estimate motion and adjust the FoV accordingly (like in-utero fMRI/DWI with large motion amplitude)
• a custom sequence that would acquire multiple orientations and outputs in a single series for offline hyper-resolution.
• something non brain that I am not aware of.

However, depending on how the dicoms contain that dynamic orientation, they might not be converted to separate nifti by dcm2niix.
Of course there is still a case not accounted for, where let say mutliple axial series are acquired with slightly varying IOP, would all be name acq-axial. Which reminds me, colleagues in my old PhD lab used https://onlinelibrary.wiley.com/doi/full/10.1002/mrm.25143 IIRC to acquire fMRI simultaneously in brain and cervical spine. I will try to retrieve some of these data and check what is the dcm2niix outputs.
Maybe we should then rename by adding an index (as is done by dcm2niix) to an existing BIDS entity.

I doubt that all the possible cases of fancy custom WIP/C2P can be planned, as it seems there is room for developers to decide how dicoms are formatted.

(sorry for the lengthy response)

[bpinsard]

Retrieved some of this fancy multi-FoV sequence dicoms, and the IOP is indeed different for the 2 resulting niftis (brain, cspine), and would likely be both labelled as axial. :(