MONAI Label

MONAI Label is an intelligent open-source image labeling and learning tool that enables researchers and clinicians to create annotated datasets and build AI annotation models.

Key Capabilities

• Active Learning: Continuously trains models in the background as clinicians annotate images, progressively improving auto-segmentation accuracy.
• Client Integrations: Deeply integrated with popular viewers like 3D Slicer and OHIF via extensible APIs, bringing AI directly into the clinical workflow.
• Pre-trained Models: Includes state-of-the-art pre-trained deep learning models for organs and tumors in radiology and pathology to jumpstart the annotation process.