Comparative Analysis of Demyelinating and Axonal Neuropathy Patients

Diogo Fernandes dos Santos published a comparative analysis dataset for patients with demyelinating neuropathy and axonal neuropathy on figshare. The dataset is a 9.5 KB Excel file, indicating a small-scale clinical study. It was last updated in April 2026.

Use Cases

• Classify neuropathy type (demyelinating vs. axonal) based on patient clinical features.
• Identify key differentiating clinical or demographic variables between the two patient groups.
• Train a simple classifier on a small, focused medical dataset for educational or proof-of-concept purposes.

Strengths

• Dataset is openly licensed under CC-BY-4.0, allowing for reuse and redistribution.
• Provides a direct clinical comparison between two specific neuropathy subtypes.

Limitations

• Extremely small scale at 9.5 KB, severely limiting analytical scope and statistical power.
• Lack of disclosed column names, row count, or sample data prevents assessment of data structure and completeness.
• Potential for significant class imbalance or bias due to the unknown sample size and collection method.

Provenance

Source

figshare, author Diogo Fernandes dos Santos.

Collection Method

Comparative clinical analysis, specific methodology unknown.

Time Range

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Freshness

Last updated in April 2026.

Geography

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