TorchIO-project/torchio
A PyTorch library for loading, preprocessing, and augmenting 3D medical images for deep learning model training.
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TorchIO provides standardized tools for handling medical imaging data in PyTorch-based deep learning workflows. It offers dataset classes, spatial and intensity transforms, and sampling strategies designed specifically for volumetric medical images (CT, MRI, etc.). The library integrates with MONAI and other medical imaging frameworks to streamline data preparation for machine learning research.
Frequently asked
- What is TorchIO-project/torchio?
- A PyTorch library for loading, preprocessing, and augmenting 3D medical images for deep learning model training.
- Is torchio open source?
- Yes — TorchIO-project/torchio is open source, released under the Apache-2.0 license.
- What language is torchio written in?
- TorchIO-project/torchio is primarily written in Python.
- How popular is torchio?
- TorchIO-project/torchio has 2.4k stars on GitHub.
- Where can I find torchio?
- TorchIO-project/torchio is on GitHub at https://github.com/TorchIO-project/torchio.