TorchIO

This Python package provides tools for efficiently reading, preprocessing, sampling, augmenting, and writing 3D medical images in deep learning applications. It is written in PyTorch and includes a range of intensity and spatial transforms for data augmentation and preprocessing. The package is designed to streamline the handling of 3D medical images in deep learning workflows.