MagneticResonanceImaging / MagneticResonanceImaging/MRIRecoBenchmarks
Create benchmark for espirit
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- Dominant language
- Julia
- Stars
- 1
- Forks
- 1
- PR merge metrics
- No merged PRs in 30d
Description
Espirit is right now part of `benchmark1` which was made on purpose since we wanted to compare the entire chain when we wrote the initial MRIReco publication.
Now that we improved this benchmark suite it would be great to have a dedicated benchmark for the coil estimation and we could probably use the same sensitivity profiles in `benchmark1`.
@JakobAsslaender: This might be interesting for you (since you worked on that code):
- have you made any time comparisons?
- have you made any accuracy comparisons?
Contributor guide
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reading the existing `benchmark1` benchmark and the improved benchmark suite to see how sensitivity profiles and coil estimation are measured. Define a dedicated espirit benchmark using the relevant profiles, then compare its runtime and accuracy with the existing approach. Done means the new benchmark is integrated and both comparisons are reported.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- julia
- Domain
- performance
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100