516K+ Longitudinal HIV Antiretroviral Therapy (ART) Dataset
Health Information Systems & Technology
Tags and Keywords
£111,400
About
516K+ Longitudinal HIV Antiretroviral Therapy (ART) Dataset
Description
The 516K+ Longitudinal HIV Antiretroviral Therapy (ART) Dataset is a structured clinical time-series dataset containing longitudinal records related to HIV patients receiving antiretroviral therapy (ART)collected from 516K+ anonymized patients. Designed for healthcare analytics, clinical research, machine learning, epidemiology, and predictive modeling, the dataset captures patient follow-up information, treatment progression, and longitudinal clinical observations over time.
This dataset enables researchers, healthcare organizations, and AI developers to build models for disease progression analysis, treatment outcome prediction, patient monitoring, survival analysis, clinical decision support, and public health research. It is well suited for developing longitudinal machine learning models and healthcare analytics applications.
Note: The listed price applies to the specified initial batch of 100,000 records. Pricing for larger batches or the complete dataset library varies depending on the number of records, time span and longitudinal depth, number of variables, metadata availability, annotation requirements, data quality, file formats, licensing terms, and customization needs. Final pricing will be determined based on the specific dataset requirements.
Data Product Features
| Feature | Description |
|---|---|
| Patient ID | De-identified patient identifier |
| ART Regimen | Antiretroviral therapy regimen information |
| Treatment Status | Current ART treatment status |
| Clinical Measurements | Clinical observations collected during follow-up |
| Laboratory Results | Laboratory measurements (if available) |
| Follow-up Duration | Duration of patient follow-up |
Distribution
- Format: CSV, XLSX formats
Data Volume
- Records: 516K+ Longitudinal HIV ART records
- Dataset Size: Dataset size may vary depending on the file format, metadata availability, and dataset version.
Usage
This data product is ideal for a variety of applications:
- Disease Progression Modeling: Develop models to analyze HIV disease progression over time.
- Treatment Outcome Prediction: Predict patient response to antiretroviral therapy.
- Clinical Decision Support: Build AI systems that assist clinicians in treatment planning.
- Healthcare Analytics: Analyze longitudinal treatment trends and patient outcomes.
- Predictive Modeling: Train machine learning models using temporal clinical data.
- Epidemiological Research: Study HIV treatment patterns and long-term outcomes.
- Survival Analysis: Perform time-to-event and longitudinal outcome analysis.
- Public Health Research: Support healthcare policy evaluation and population health studies.
- Clinical Research: Benchmark longitudinal healthcare datasets for scientific studies.
- AI Development: Train and evaluate healthcare AI models using structured longitudinal data.
Coverage
Geographic Coverage
Global
License
CC BY 4.0 (Creative Commons Attribution 4.0 International)
AI Training Rights
InfoBay.AI ensures that all datasets are sourced, curated, and managed with proper ownership verification, licensing documentation, and data provenance records. We hold the necessary rights to license and sublicense the datasets we provide through formal agreements with our data vendors, which grant us the required permissions for commercial licensing and AI training use cases. To ensure transparency and compliance, we maintain relevant documentation and have previously shared redacted agreements for selected datasets as evidence of our data rights and licensing authority.
Data Dictionary
| Column Name | Data Type | Description | Possible Values/Notes |
|---|---|---|---|
| patient_id | String | De-identified patient identifier | Optional |
| art_regimen | String | Antiretroviral therapy regimen | Varies |
| treatment_status | String | Current treatment status | Active, Modified, Discontinued, etc. |
| clinical_measurement | Numeric | Clinical measurements | Varies |
| laboratory_result | Numeric | Laboratory test results | Optional |
Considerations
This dataset is provided for research and educational purposes only. It contains only sample data.
Additional Notes
- This dataset contains longitudinal HIV antiretroviral therapy (ART) clinical records and does not include medical images.
- It is optimized for healthcare AI, longitudinal time-series analysis, predictive modeling, epidemiology, survival analysis, clinical research, and healthcare analytics.
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£111,400
Download Dataset in CSV Format
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