NKI-AI / direct

Deep learning framework for MRI reconstruction
https://docs.aiforoncology.nl/direct
Apache License 2.0
228 stars 40 forks source link

Implement Espirit sensitivity estimation #233

Closed georgeyiasemis closed 1 year ago

georgeyiasemis commented 1 year ago

Implements Espirit calibration sensitivity map estimation and methods to calculate maximum eigenvalue numerically (e.g. powermethod)

codecov[bot] commented 1 year ago

Codecov Report

Base: 83.55% // Head: 83.88% // Increases project coverage by +0.32% :tada:

Coverage data is based on head (8d26336) compared to base (5bda5c5). Patch coverage: 98.01% of modified lines in pull request are covered.

Additional details and impacted files ```diff @@ Coverage Diff @@ ## main #233 +/- ## ========================================== + Coverage 83.55% 83.88% +0.32% ========================================== Files 88 91 +3 Lines 6001 6136 +135 ========================================== + Hits 5014 5147 +133 - Misses 987 989 +2 ``` | [Impacted Files](https://codecov.io/gh/NKI-AI/direct/pull/233?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=NKI-AI) | Coverage Δ | | |---|---|---| | [direct/algorithms/optimization.py](https://codecov.io/gh/NKI-AI/direct/pull/233?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=NKI-AI#diff-ZGlyZWN0L2FsZ29yaXRobXMvb3B0aW1pemF0aW9uLnB5) | `92.68% <92.68%> (ø)` | | | [direct/algorithms/\_\_init\_\_.py](https://codecov.io/gh/NKI-AI/direct/pull/233?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=NKI-AI#diff-ZGlyZWN0L2FsZ29yaXRobXMvX19pbml0X18ucHk=) | `100.00% <100.00%> (ø)` | | | [direct/algorithms/mri\_algorithms.py](https://codecov.io/gh/NKI-AI/direct/pull/233?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=NKI-AI#diff-ZGlyZWN0L2FsZ29yaXRobXMvbXJpX2FsZ29yaXRobXMucHk=) | `100.00% <100.00%> (ø)` | | | [direct/data/mri\_transforms.py](https://codecov.io/gh/NKI-AI/direct/pull/233?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=NKI-AI#diff-ZGlyZWN0L2RhdGEvbXJpX3RyYW5zZm9ybXMucHk=) | `97.15% <100.00%> (+0.14%)` | :arrow_up: | | [direct/data/transforms.py](https://codecov.io/gh/NKI-AI/direct/pull/233?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=NKI-AI#diff-ZGlyZWN0L2RhdGEvdHJhbnNmb3Jtcy5weQ==) | `96.47% <100.00%> (+0.16%)` | :arrow_up: | | [direct/types.py](https://codecov.io/gh/NKI-AI/direct/pull/233?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=NKI-AI#diff-ZGlyZWN0L3R5cGVzLnB5) | `83.33% <100.00%> (+5.55%)` | :arrow_up: | Help us with your feedback. Take ten seconds to tell us [how you rate us](https://about.codecov.io/nps?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=NKI-AI). Have a feature suggestion? [Share it here.](https://app.codecov.io/gh/feedback/?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=NKI-AI)

:umbrella: View full report at Codecov.
:loudspeaker: Do you have feedback about the report comment? Let us know in this issue.