torchio | Medical imaging toolkit for deep learning | Machine Learning library

torchio is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch, Tensorflow applications. torchio has no bugs, it has no vulnerabilities, it has a Permissive License and it has medium support. However torchio build file is not available. You can install using 'pip install torchio' or download it from GitHub, PyPI.

Tools like TorchIO are a symptom of the maturation of medical AI research using deep learning techniques. Jack Clark, Policy Director at OpenAI (link). (Queue for patch-based training). TorchIO is a Python package containing a set of tools to efficiently read, preprocess, sample, augment, and write 3D medical images in deep learning applications written in PyTorch, including intensity and spatial transforms for data augmentation and preprocessing. Transforms include typical computer vision operations such as random affine transformations and also domain-specific ones such as simulation of intensity artifacts due to MRI magnetic field inhomogeneity or k-space motion artifacts. This package has been greatly inspired by NiftyNet, which is not actively maintained anymore.