ACTG 175 HIV Antiretroviral Therapy Clinical Trial Data

Clinical trial data from AIDS Clinical Trials Group Study 175, which compared different antiretroviral regimens for HIV treatment. The dataset originates from a major U.S. National Institutes of Health-funded collaborative research group. It is hosted by the UCI Machine Learning Repository.

Use Cases

• Compare treatment_arm outcomes using metrics like viral_load and cd4_count to evaluate drug efficacy.
• Model time_to_event outcomes such as disease progression or adverse_event occurrence.
• Analyze patient_demographics and baseline_health_indicators for subgroup treatment response analysis.
• Predict clinical_endpoints from a combination of laboratory_results and treatment assignments.

Strengths

• Data from a major, well-documented NIH-funded clinical trial (ACTG 175).
• Structured tabular format suitable for statistical analysis and machine learning.

Limitations

• Specific row count, column details, and temporal coverage are unknown from available metadata.
• Data may be historical, reflecting treatment protocols from the time of the original study.

Provenance

Source

AIDS Clinical Trials Group (ACTG), hosted by UCI Machine Learning Repository.

Collection Method

Collected through a controlled, multi-center clinical trial.

Geography

Primarily United States (inferred from ACTG being a U.S.-based NIH collaborative).