New segmentation loss functions and metrics#4444
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wyli merged 7 commits intoProject-MONAI:devfrom Jun 3, 2022
jlcsilva:dev
Merged
New segmentation loss functions and metrics#4444wyli merged 7 commits intoProject-MONAI:devfrom jlcsilva:dev
wyli merged 7 commits intoProject-MONAI:devfrom
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…to metrics. Added function to check whether tensors are binarized to metrics.util and refactored metrics to use it. Signed-off-by: João Lourenço Silva <[email protected]>
wyli
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Jun 2, 2022
…ame of the tensor as argument and issue warnings directly
…ons-and-metrics Refactored monai.metrics.utils.is_binary_tensor function to receive n…
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Didn't notice new files had been generated there. I think it is ok now |
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/integration-test |
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Thank you, this improves metrics and losses and with all changes verified.
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Signed-off-by: João Lourenço Silva [email protected]
Description
Added Generalized Dice Focal Loss and Generalized Dice Score metric. Implemented function in metrics.utils to check whether tensors are binarized and refactored existing metrics to use it.
Status
Ready
Types of changes
./runtests.sh -f -u --net --coverage../runtests.sh --quick --unittests --disttests.make htmlcommand in thedocs/folder.