STOP-BANG: Screening Tool for Obstructive Sleep Apnea

STOP-BANG screening tool for obstructive sleep apnea. The dataset is a 5.5 KB Excel file authored by Boxuan Xu and last updated on June 4, 2026. It is shared under a CC-BY-4.0 license on the figshare platform.

Use Cases

• Train a binary classification model to predict obstructive sleep apnea risk based on STOP-BANG criteria.
• Benchmark the performance of the STOP-BANG tool against other screening methods using the provided data.
• Conduct a feature importance analysis on the screening variables to understand their predictive power.

Strengths

• Dataset is openly licensed under CC-BY-4.0, permitting broad reuse.
• File size is 5.5 KB, indicating a simple, lightweight structure for quick inspection.

Limitations

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

Provenance

Source

Boxuan Xu

Freshness

Last updated 2026-06-04 17:25:56; freshness should be verified.