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XGGNet / Task-Aug

Tensorflow implementation of our paper accepted by CBM2021 -- Domain Generalization on Medical Imaging Classification Using Episodic Training with Task Augmentation
https://www.sciencedirect.com/science/article/abs/pii/S0010482521009380
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How to perform data loading #3

Closed sirfoga closed 1 year ago

sirfoga commented 1 year ago

Thanks for your code! I'm trying to reproduce your results but the data loading step is missing. You load scan slices from e.g LIVER/{challenge}.txt which lists "...{challenge}/case{XXX}/image{XXX}.jpg". However this is not the original format of the data. Is this pre-processed already? Which slices do they correspond to? Is there any information regarding data pre-processing?

XGGNet commented 1 year ago

Thank you. You may refer to the details in https://github.com/Au3C2/GVS to pre-process your liver data. The final shape of the data pre-processing should be the selected slices (.jpg) for each case (subject).