AUROC Comparison of ECG Lead Configurations on the PTB-XL Dataset

9.5 KB of tabular data comparing the area under the receiver operating characteristic curve (AUROC) for different electrocardiogram lead configurations. The dataset, created by Xinyan Guan and last updated on 2026-05-22, contrasts a WearECG configuration with the original 12-lead setup using the PTB-XL dataset as a benchmark.

Use Cases

• Benchmarking the diagnostic performance of reduced-lead ECG systems based on AUROC scores.
• Comparing a specific WearECG configuration against a standard 12-lead setup.
• Informing the design of wearable cardiac monitors by analyzing performance trade-offs between lead configurations.

Strengths

• Data is shared under a permissive CC-BY-4.0 license.
• The 9.5 KB file size indicates a focused, directly usable comparison table.

Limitations

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

Provenance

Source

Xinyan Guan via figshare

Collection Method

Likely derived from analysis of the PTB-XL dataset.

Freshness

Last updated 2026-05-22 18:20:14.