Biomarker Associations with Acute Kidney Injury After Coronary Artery Bypass Graft Surgery

9.5 KB of clinical data explores links between biomarkers of kidney tubule injury and dysfunction and acute kidney injury following coronary artery bypass graft surgery. Lauren Shingler authored this dataset, which was last updated on June 1, 2026. The data is shared under a CC-BY-4.0 license on the figshare platform.

Use Cases

• Predicting post-CABG acute kidney injury risk based on biomarker levels.
• Identifying correlations between specific tubule injury biomarkers and AKI severity.
• Developing risk stratification models for cardiac surgery patients using biomarker panels.
• Validating novel biomarkers for renal dysfunction in a clinical surgery context.

Strengths

• Dataset is small at 9.5 KB, facilitating quick download and initial exploration.
• Clear focus on a specific clinical scenario (post-CABG AKI) and biomarker associations.

Limitations

• Row count is unknown, which may limit suitability assessment for large-scale modeling.
• 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

figshare

Freshness

Last updated 2026-06-01 17:55:13; freshness should be verified.