Description
Medical imaging AI means wrangling 3D CT and MRI data with varied formats and preprocessing that general frameworks handle poorly. MONAI is a PyTorch-based AI toolkit for healthcare imaging, built for training and deployment.
It provides medical format readers, augmentation, segmentation and detection networks and metrics, maintained by academia and industry.
Formats:DICOM and NIfTI.
Augmentation:3D transforms.
Networks:Segmentation and detection.
Metrics:Clinical standards.
It provides medical format readers, augmentation, segmentation and detection networks and metrics, maintained by academia and industry.
Features
Formats:DICOM and NIfTI.
Augmentation:3D transforms.
Networks:Segmentation and detection.
Metrics:Clinical standards.
