Brain Tumor MRI Images, 11,300 Scans Across 30 Classes

11,300 MRI scans, including T1, T2, and T1C sequences, used for brain tumor diagnosis. The dataset is hosted on Kaggle and appears to be a collection of medical imaging data. The specific author, collection time range, and geographic origin are not provided in the available metadata.

Use Cases

• Classifying brain tumor types based on MRI scan appearance.
• Training image segmentation models to identify tumor regions in T1, T2, and T1C sequences.
• Developing diagnostic support tools for neurology and radiology.
• Benchmarking computer vision models on a multi-class medical imaging task.

Strengths

• Contains 11,300 individual MRI scans, providing a substantial volume of image data.
• Includes multiple MRI sequence types (T1, T2, T1C), which can offer complementary diagnostic information.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment for specific modeling tasks.
• Last update date is unknown; freshness unverified.

Provenance

Source

Kaggle