Lumbar Spine MRI Scans With Diagnostic Reports

2.4 million MRI studies of the lumbar vertebrae and intervertebral discs. The dataset includes medical reports for diagnosing conditions like disc herniations and degenerative disorders. It was created by UniDataPro and last updated in April 2025.

Use Cases

• Classify disc herniation severity from lumbar intervertebral disc MRI images.
• Train image-to-text models to generate diagnostic reports from lumbar spine MRI scans.
• Segment the spinal canal or specific lumbar vertebrae from MRI image data.
• Extract visual features from MRI images to predict degenerative spine conditions.
• Analyze correlations between imaging findings in MRI scans and diagnoses in the accompanying medical reports.

Strengths

• Contains 2.4 million MRI studies, providing a substantial volume for model training.
• Multimodal data pairing MRI images with diagnostic text reports for each study.

Limitations

• Specific row count, column details, and image resolution are not provided.
• Geographic bias is likely present as the dataset is tagged with the 'us' region.
• License restrictions (CC BY-NC-ND 4.0) prohibit commercial use and derivative works.

Provenance

Source

UniDataPro via Hugging Face.

Collection Method

Collection of clinical MRI studies and associated medical reports.

Time Range

null

Freshness

Last updated on 2025-04-04.

Geography

Primarily United States (based on platform tag 'Regionus').