MONAI

MONAI is an open-source, PyTorch-based framework specifically engineered for deep learning in medical imaging. It provides a comprehensive suite of domain-specific tools for data preprocessing, model training, and clinical deployment, effectively bridging the gap between academic research and real-world healthcare applications. Designed for researchers and clinical data scientists, MONAI stands out by offering specialized architectures and loss functions tailored for 3D medical datasets. Its modular design enables seamless integration into existing hospital workflows, accelerating the development of high-performance AI models for diagnostic imaging tasks.