Brain Cancer MRI Scans With Annotations And Reports

10 MRI studies from different angles provide labeled scans of brain cancer. The dataset includes DICOM files and accompanying PDF reports annotated by doctors. UniqueData created this collection, last updated in September 2025.

Use Cases

• Train object detection models to locate tumors within MRI DICOM slices.
• Develop image segmentation models using doctor-annotated labels to delineate tumor boundaries.
• Perform multi-angle analysis by correlating findings across the 10 different MRI study angles.
• Link image findings to clinical context by analyzing the accompanying PDF reports.

Strengths

• 10 complete MRI studies provide multi-angle views of tumors.
• Includes both DICOM images and PDF reports for multimodal analysis.
• Labels are provided by medical doctors, adding expert validation.

Limitations

• Small scale with only 10 studies, limiting statistical power for model training.
• Commercial usage is restricted; a full version requires separate licensing.
• Geographic coverage may be biased, with a region tag indicating 'us'.

Provenance

Source

UniqueData on Hugging Face.

Collection Method

MRI scans labeled by doctors, accompanied by PDF reports.

Freshness

Last updated on 2025-09-18.

Geography

Region tag indicates 'us', but specific coverage is unknown.