monai.io
App Details
Description
MONAI is an open-source framework designed for accelerating research and clinical collaboration in medical imaging through artificial intelligence. With over 3.2 million downloads, it provides extensive tools that cater to various aspects of the medical AI lifecycle, including model development, training, and deployment. The core library supports domain-specific functionality, offering capabilities such as medical image transforms and advanced 3D segmentation algorithms. MONAI Label facilitates intelligent image annotation, reducing the time and effort required to create new datasets. Additionally, MONAI Deploy serves as a standard for packaging, testing, and running medical AI applications in clinical settings. Its user-friendly interface ensures researchers can efficiently navigate through its features, and its focus on reproducibility aids in validating experiments for state-of-the-art implementations.
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