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### Is there an existing issue for this?
- [X] I have searched the existing issues
### Bug summary
A memory leak issue is observed in TorchIO version 20.0.1 during prolonged training sessions…
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### Is there an existing issue for this?
- [X] I have searched the existing issues
### Bug summary
Certain children of the base class `torchio.Transform` do not adhere to the *args and **kwargs pro…
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Up to now we use script `affine_transform` to implement random rigid transformations that mimic subject repositioning for each scaling. This method works well but is not very realistic as it may overs…
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Can this work with the generator and aggregator functions from torchio and the architectures from monai? I have been having problems with establishing gradcam visualizations for my unet with monai alo…
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### Is there an existing issue for this?
- [X] I have searched the existing issues
### Bug summary
See -- https://github.com/fepegar/torchio/blob/04f385da5aeba3986c691cf975b79ddf0c02714a/src/…
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### 🐛 Describe the bug
Situation: In a dataloader a tio composition of intensity and spatial augmentation is performed.
When using 3D samples the tio.ScalarImage and tio.LabelMap are transformed f…
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**Is your feature request related to a problem? Please describe.**
I was wondering if we are interested in more MRI data augmentation like:
https://torchio.readthedocs.io/transforms/augmentation.htm…
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There is a set of augmentations specific for medical imaging in the torchio.readthedocs.io.
The license there is Apache 2 => As I understand, we can use some of the transforms from there in Albumen…
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**🚀 Feature**
A crop or pad function that allows the user to crop/pad an image but specify where the center of the new image should be based on the input image. For example, let's say I have an organ…
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Hi!,
I’m working on a project based on your work and had a quick question about the nii.gz file format. Could you clarify which dimension in your data represents the slice index when training the m…