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asif-hanif / vafa

[MICCAI 2023] Official code repository of paper titled "Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation" accepted in MICCAI 2023 conference.
MIT License
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about ACDC #1

Closed AustinYuAo closed 10 months ago

AustinYuAo commented 11 months ago

Disturbed the author! Thank you for making your code public. Can you introduce the preprocessing process of the ACDC dataset?

asif-hanif commented 11 months ago

Hi @AustinYuAo

Thanks for showing interest in our work.

We followed the same preprocessing steps as used by UNETR++. Please refer to Dataset section of the UNETR++. It should be noted that voxel values of ACDC dataset are NOT in the range of [0,1]. Therefore, we used a normalization function which transforms the voxel values to the range of [0,1] so that attack could be performed in standard settings.