TorchIO

Medical image loading, preprocessing and augmentation for PyTorch

Group

Segmentation & frameworks

Type

Data / preprocessing

Modality

Medical imaging (3D)

Maintainer

TorchIO project

License

Apache-2.0

Last update

2026-10-06 (last repository push, UTC)

Links

• github.com/TorchIO-project/torchio

Related tools in Segmentation & frameworks

• MONAI: PyTorch-based AI toolkit for healthcare imaging
• MONAI Label: AI-assisted image labeling and active learning; integrates with 3D Slicer and OHIF
• nnU-Net: Self-configuring segmentation framework
• TotalSegmentator: Segments more than 100 anatomical structures in CT and MR
• MedSAM: Segment Anything adapted for medical images
• MedSAM2: Promptable segmentation of 3D medical images and videos

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