Clinical Trials from ClinicalTrials.gov with Semantic Embeddings

A collection of clinical trial records sourced from ClinicalTrials.gov, featuring structured metadata and eligibility information. The dataset includes pre-computed semantic embeddings for machine learning applications and was last updated by louisbrulenaudet on June 19, 2025.

Use Cases

• Train search and recommendation models based on the pre-computed semantic embeddings.
• Analyze study design and eligibility criteria patterns from the structured metadata.
• Build classifiers to categorize clinical trials based on detailed study information.

Strengths

• Includes pre-computed semantic embeddings for machine learning applications.
• Sourced from the authoritative ClinicalTrials.gov database.
• Last updated on June 19, 2025.

Limitations

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

Provenance

Source

ClinicalTrials.gov

Collection Method

Systematically collected from the official database.

Freshness

Last updated 2025-06-19 22:47:20.