MONAI

The MONAI framework is the open-source foundation being created by Project MONAI. MONAI is a freely available, community-supported, PyTorch-based framework for deep learning in healthcare imaging. It provides domain-optimized foundational capabilities for developing healthcare imaging training workflows in a native PyTorch paradigm.

Projects

LAMP - Large Deep Nets with Automated Model Parallelism for Image Segmentation

https://github.com/Project-MONAI/MONAI/tree/master/research/lamp-automated-model-parallelism

COPLE-Net for COVID-19 Pneumonia Lesion Segmentation

https://github.com/Project-MONAI/MONAI/tree/master/research/coplenet-pneumonia-lesion-segmentation

See also

• Deep Learning
• U-Net
• SEU-Net

Favorite site

• monai web site
• Github - MONAI
• Accelerating Deep Learning Research in Medical Imaging Using MONAI