MONAI (Medical Open Network for AI) is a PyTorch-based framework that provides domain-optimized deep learning capabilities for healthcare imaging. It offers tools for medical image loading, preprocessing, augmentation, and model training across modalities like CT, MRI, and ultrasound. The project includes pre-trained models, transforms, and metrics tailored for healthcare applications including segmentation, classification, and reconstruction tasks.