MONAI

PyTorch-based AI toolkit for healthcare imaging

Group

Segmentation & frameworks

Type

Framework

Modality

Medical imaging (all)

Maintainer

Project MONAI (NVIDIA + academic)

License

Apache-2.0

Last update

2026-10-13 (last repository push, UTC)

Links

• github.com/Project-MONAI/MONAI

Related tools in Segmentation & frameworks

• 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
• TorchIO: Medical image loading, preprocessing and augmentation for PyTorch

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