MONAI is the leading open-source framework for healthcare imaging AI, trusted by researchers and clinicians worldwide. Build, train, and deploy medical AI solutions with industry-standard tools.
M edical O pen N etwork for AI MONAI is a PyTorch -based, open-source framework for deep learning in healthcare imaging, part of the PyTorch Ecosystem. Its ambitions are as follows: Developing a community of academic, industrial and clinical researchers collaborating on a common foundation; Creating state-of-the-art, end-to-end training workflows for healthcare imaging; Providing researchers ...
Medical open network for AI (MONAI) is an open-source, community-supported framework for deep learning (DL) in medical imaging. MONAI provides a collection of domain-optimized implementations of various DL algorithms and utilities specifically designed for medical imaging tasks. MONAI is used in research and industry, aiding the development of various medical imaging applications, including ...
Project MONAI # Medical Open Network for AI MONAI is a PyTorch -based, open-source framework for deep learning in healthcare imaging, part of the PyTorch Ecosystem. Its ambitions are: developing a community of academic, industrial and clinical researchers collaborating on a common foundation; creating state-of-the-art, end-to-end training workflows for healthcare imaging; providing researchers ...
The NVIDIA 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.
Model Zoo The MONAI Model Zoo is a place for researchers and data scientists to share the latest and great models from the community. Utilizing the MONAI Bundle format makes it easy to get started building workflows with MONAI. Contributing For guidance on making a contribution to MONAI, see the contributing guidelines. Community