Medical Open Network for Artificial Intelligence (MONAI)

MONAI (Medical Open Network for AI) is an open-source domain-specific framework for healthcare and medical imaging research. It offers tools, data structures, and pre-processing capabilities to streamline the development of deep learning models for medical image analysis. With a focus on reproducibility and extensibility, MONAI simplifies data loading, augmentation, training, and evaluation processes, catering to diverse medical imaging tasks such as segmentation, classification, and registration. By providing a specialized platform for medical AI research, MONAI accelerates innovation and collaboration in the field, aiding researchers and practitioners in advancing the accuracy and efficiency of medical image analysis algorithms.