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valosekj authored Jun 11, 2024
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Expand Up @@ -6,7 +6,9 @@ Metrics Reloaded
A Python implementation of `Metrics Reloaded <https://openreview.net/forum?id=24kBqy8rcB_>`__ - A new recommendation framework for biomedical image analysis validation.

ℹ️ This is a fork of the `Project-MONAI/MetricsReloaded <https://github.com/Project-MONAI/MetricsReloaded>`__ repo. In this fork, we have added some additional metrics, such as `relative volume error (RVE) <https://github.com/ivadomed/MetricsReloaded/blob/713892a053e23a40a8bd88aa72a261409d536ba8/MetricsReloaded/metrics/pairwise_measures.py#L897>`__, `lesion-wise F1 Score <https://github.com/ivadomed/MetricsReloaded/blob/713892a053e23a40a8bd88aa72a261409d536ba8/MetricsReloaded/metrics/pairwise_measures.py#L1227>`__, `lesion-wise Sensitivity <https://github.com/ivadomed/MetricsReloaded/blob/713892a053e23a40a8bd88aa72a261409d536ba8/MetricsReloaded/metrics/pairwise_measures.py#L1273>`__, and `lesion-wise positive predictive value (PPV) <https://github.com/ivadomed/MetricsReloaded/blob/713892a053e23a40a8bd88aa72a261409d536ba8/MetricsReloaded/metrics/pairwise_measures.py#L1252>`__.
ℹ️ This is a fork of the `Project-MONAI/MetricsReloaded <https://github.com/Project-MONAI/MetricsReloaded>`__ repo. We created this fork because `the original repo <https://github.com/Project-MONAI/MetricsReloaded>`__ is no longer maintained (last commit on `Sep 6, 2023 <https://github.com/Project-MONAI/MetricsReloaded/commits/main/>`__).

ℹ️ In this fork, we have added some additional metrics, such as `relative volume error (RVE) <https://github.com/ivadomed/MetricsReloaded/blob/713892a053e23a40a8bd88aa72a261409d536ba8/MetricsReloaded/metrics/pairwise_measures.py#L897>`__, `lesion-wise F1 Score <https://github.com/ivadomed/MetricsReloaded/blob/713892a053e23a40a8bd88aa72a261409d536ba8/MetricsReloaded/metrics/pairwise_measures.py#L1227>`__, `lesion-wise Sensitivity <https://github.com/ivadomed/MetricsReloaded/blob/713892a053e23a40a8bd88aa72a261409d536ba8/MetricsReloaded/metrics/pairwise_measures.py#L1273>`__, and `lesion-wise positive predictive value (PPV) <https://github.com/ivadomed/MetricsReloaded/blob/713892a053e23a40a8bd88aa72a261409d536ba8/MetricsReloaded/metrics/pairwise_measures.py#L1252>`__ and fixed some bugs (e.g., `#1 <https://github.com/ivadomed/MetricsReloaded/pull/1>`__)

ℹ️ You can use the `compute_metrics_reloaded.py <./compute_metrics_reloaded.py>`__ wrapper script to compute metrics using the MetricsReloaded package. For the installation and usage of the script, see `our quick start guide <./MetricsReloaded_quick_start_guide.md>`__.

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