Hi, Alan. You have multiple normalization transforms here: https://torchio.readthedocs.io/transforms/preprocessing.html 139
TorchIO is optimized to work with 3D (and 4D) data! Don’t hesitate to open an issue in the TorchIO repository if you have any further questions.