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datasets problem about rdp HOT 8 OPEN

LinjieFu-U avatar LinjieFu-U commented on August 29, 2024
datasets problem

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ZAX130 avatar ZAX130 commented on August 29, 2024

I'm so sorry that I'm afraid I can't, because the size of the total dataset is too big. However, we have further published the link of the IXI dataset processed by freesurfer and an example code of how to create a pkl dataset from the original dataset, which may help with this issue.

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ZAX130 avatar ZAX130 commented on August 29, 2024

We have published the pkl-format LPBA dataset we used in experiments.

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LinjieFu-U avatar LinjieFu-U commented on August 29, 2024

Thank you very much for your contributions. We were able to reproduce results similar to those in your work on both IXI and LPBA datasets, but when we tried to use the data in the link of Mindboggle dataset you provided for the experiment, the DICE of the experiment result was only 0.49, far lower than the result of 0.62 in your work. We suspect that it is a problem when we process the data. Could you please provide the processed Mindboggle dataset?

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ZAX130 avatar ZAX130 commented on August 29, 2024

Have you ever tried to change the Seg_norm() in data/trans.py and dice_val_VOI in utils.py?

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LinjieFu-U avatar LinjieFu-U commented on August 29, 2024

Yes, we used the seg_norm() and dice_val Settings for the OASIS dataset in Transmorph

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ZAX130 avatar ZAX130 commented on August 29, 2024

But you need to change them according to the labels in Mindboggle. You can print all the classes in the label data.

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LinjieFu-U avatar LinjieFu-U commented on August 29, 2024

Sorry to bother you, but I have another question. How should I calculate the dice of each region separately as in the paper.

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ZAX130 avatar ZAX130 commented on August 29, 2024

Please check the code in FAIM: https://github.com/dykuang/Medical-image-registration/blob/master/source/view_dice.py

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