Alzheimer MRI Scans Labeled by Disease Severity

A dataset of brain MRI images for Alzheimer's disease classification, labeled into four categories: Mild Demented, Moderate Demented, Non Demented, and Very Mild Demented. It was created by Falah and last updated on HuggingFace on July 4, 2023.

Use Cases

• Train image classification models to detect Alzheimer's disease based on MRI scans.
• Benchmark computer vision algorithms for medical image analysis using labeled brain scans.
• Study the visual patterns in MRI associated with different stages of dementia.
• Develop assistive diagnostic tools for healthcare professionals using labeled medical imagery.

Strengths

• Provides labeled medical images for a specific and impactful disease classification task.
• Offers a clear four-class categorization of disease severity based on the MRI scans.

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download.
• Row count, column details, and license information are unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.

Provenance

Source

Falah on HuggingFace.

Freshness

Last updated 2023-07-04 10:03:44; freshness should be verified.