Individual Dice Metric for Each Label Segmentation in Auto3dseg

Question

Individual Dice Metric for Each Label Segmentation in Auto3dseg

Yasna-frn opened this issue 5 months ago · 1 comments

Can Auto3dseg provide separate Dice metrics for each label segmentation? This would enhance performance evaluation, especially for multi-label tasks. Any guidance on implementing this feature would be appreciated.

Thanks

Answer 1 · 2024-02-14T13:08:10.000Z

Hi @Yasna-frn, thanks for your interest here, you can set return_with_label=True in MeanDice, thanks.
https://github.com/Project-MONAI/MONAI/blob/ff430286c37e78d7592372a5a97377f0cbb0219c/monai/handlers/mean_dice.py#L54