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This PR adds the lesion-wise metrics (
lesion_ppv
,lesion_sensitivity
, andlesion_f1_score
) proposed in ivadomed/MetricsReloaded#3 to our our compute_metrics/compute_metrics_reloaded.py script.To test the branch, please follow our installation instructions here and then you can run our compute_metrics/compute_metrics_reloaded.py script on your images, for example:
Please also review unit tests in tests/test_compute_metrics_reloaded.py for different scenarios (empty gt and non-empty pred, non-empty gt and non-empty pred with partial overlap, etc.).
Tagging @naga-karthik, @plbenveniste, and @Nilser3, who work with lesions and thus this PR is super relevant to them.
Resolves: #49