clinicadl.metrics.config

Config classes for metrics natively supported in ClinicaDL.

LossMetricConfig

Special config class to use a loss function as a metric.

Classification

ConfusionMatrixMetricConfig	Config class for monai.metrics.ConfusionMatrixMetric.
ROCAUCMetricConfig	Config class for monai.metrics.ROCAUCMetric.
AveragePrecisionMetricConfig	Config class for monai.metrics.AveragePrecisionMetric.

Regression

MSEMetricConfig	Config class for monai.metrics.MSEMetric.
MAEMetricConfig	Config class for monai.metrics.MAEMetric.
RMSEMetricConfig	Config class for monai.metrics.RMSEMetric.

Reconstruction

PSNRMetricConfig	Config class for monai.metrics.PSNRMetric.
SSIMMetricConfig	Config class for monai.metrics.regression.SSIMMetric.
MultiScaleSSIMMetricConfig	Config class for monai.metrics.MultiScaleSSIMMetric.

Segmentation

MeanIoUConfig	Config class for monai.metrics.MeanIoU.
DiceMetricConfig	Config class for monai.metrics.DiceMetric.
GeneralizedDiceScoreConfig	Config class for monai.metrics.GeneralizedDiceScore.
SurfaceDiceMetricConfig	Config class for monai.metrics.SurfaceDiceMetric.
SurfaceDistanceMetricConfig	Config class for monai.metrics.SurfaceDistanceMetric.
HausdorffDistanceMetricConfig	Config class for monai.metrics.HausdorffDistanceMetric.