Gentamicin, Genetic Variation and Deafness in Preterm Children

A dataset from paperswithcode likely contains tabular data related to the antibiotic gentamicin, genetic factors, and hearing loss in preterm infants. The data was contributed by author Maria Bitner‐Glindzicz from University College London. The specific temporal coverage, sample size, and column details are not provided in the metadata.

Use Cases

• Train a model to predict gentamicin-induced ototoxicity risk from genetic markers (inferred from domain, verify after download)
• Analyze associations between specific genetic variants and hearing loss outcomes in a preterm population (inferred from domain, verify after download)
• Build a clinical decision support tool for antibiotic dosing in neonatal intensive care (inferred from domain, verify after download)

Strengths

• Published on the paperswithcode platform, which aggregates machine learning datasets.
• Associated with a specific author (Maria Bitner‐Glindzicz) and institution (University College London).

Limitations

• Metadata is minimal; actual content requires verification after download.
• Row count, column definitions, and sample data are unknown, limiting suitability assessment.
• License is listed as 'closed', which may restrict usage.

Provenance

Source

paperswithcode