Routes of Drug Administration with Abbreviations for Machine Learning

A curated list of routes of drug administration and their associated short forms or abbreviations, sourced from research literature. The dataset, created by Remya Ampadi Ramachandran, is a 5.5 KB Excel file last updated on May 6, 2026. It was compiled to support the development of machine learning models, though not all listed routes were used in model training.

Use Cases

• Standardizing drug administration terminology in text corpora based on the curated abbreviations.
• Training named entity recognition models to identify routes of administration in medical literature.
• Building lookup dictionaries or knowledge bases for pharmacology applications.
• Preprocessing biomedical text data for downstream machine learning tasks.

Strengths

• Data is explicitly curated from research literature, suggesting a foundation in scientific sources.
• The dataset is small (5.5 KB) and likely easy to inspect and integrate into workflows.
• It is openly licensed under CC-BY-4.0, permitting reuse with attribution.
• The stated purpose is concrete: providing abbreviations for building ML models.

Limitations

• Row count and column-level documentation are unknown, which may limit suitability assessment.
• The description metadata is limited; actual data quality and completeness require manual inspection after download.
• The note indicates not all listed routes were used in ML development, which may affect representativeness for training.

Provenance

Source

Curated from research literature.

Collection Method

Manual curation from literature sources.

Time Range

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Freshness

Last updated 2026-05-06 17:35:05; freshness should be verified.

Geography

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