MONAI : Medical Open Network for AI (Artificial Intelligence)

MONAI : Medical Open Network for AI (Artificial Intelligence)
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Uses : Open source framework for deep learning in healthcare imaging.

Features :

  • Flexible pre-processing for multi-dimensional medical imaging data.
  • Compositional & portable APIs for ease of integration in existing workflows.
  • Domain-specific implementations for networks, losses, evaluation metrics and more.
  • Customizable design for varying user expertise.
  • Multi-GPU data parallelism support.

Platform : Source code.

File formats : DICOM, NIFTI.

Language/API : Python, PyTorch

Documentation : Detailed documentation and tutorials on website and wiki.

Users : Advanced, Developer.

Access : Free, open source.

Links : https://monai.io/

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