Code for Analyzing Chest Radiography Dataset Limitations in AI

Code.zip contains the data pre-processing and model training scripts from a study on public chest radiography datasets. The code was authored by Amy Rafferty and published on figshare under a CC-BY-4.0 license. It was last updated on May 26, 2026.

Use Cases

• Reproducing analyses on label quality and bias in public medical image datasets (inferred from domain, verify after download)
• Benchmarking model performance across different chest X-ray datasets to assess domain shift (inferred from domain, verify after download)
• Developing standardized evaluation pipelines for medical imaging AI (inferred from domain, verify after download)

Strengths

• Published on figshare under a permissive CC-BY-4.0 license.
• Last updated on 2026-05-26 10:59:11, indicating recent maintenance.

Limitations

• Metadata is minimal; actual content requires verification after download.
• Row count, file formats, and column-level documentation are unknown.
• The code's functionality and dependencies are not described.

Provenance

Source

Amy Rafferty

Freshness

Last updated 2026-05-26 10:59:11