MR-RATE: 10,000+ 3D Brain and Spine MRI Volumes with Text Reports

MR-RATE contains between 10,000 and 100,000 3D MRI volumes of the brain and spine paired with natural language radiology reports. Developed by Forithmus and updated in March 2026, it serves as a multimodal foundation for medical vision-language tasks.

Use Cases

• Visual Question Answering (VQA) using 3D MRI volumes and paired text reports to answer clinical queries
• Automated radiology report generation from 3D brain and spine scans
• Zero-shot image classification of MRI findings using textual labels

Strengths

• Scale of 10,000 to 100,000 records
• Paired 3D volumetric data and natural language text
• Specialized focus on brain and spine radiology

Limitations

• Limited to brain and spine anatomy, excluding other body regions
• Metadata does not specify the distribution of clinical pathologies
• Geographic bias toward the United States as indicated by region tags

Provenance

Source

Forithmus

Freshness

Last updated March 2026.

Geography

United States