Clinical Data Platforms & Analytical Integration
Clinical and biomarker data integration with R, Python, SQL and Databricks: data models, pipelines, QC, lineage and analytical applications.
Research Data Preparation & CRF Design
Useful data starts with collecting the right variables and preserving their meaning. We design or review case report forms and prepare existing research databases for reproducible analysis.
What is included
- Design or review CRFs, variables, units, visits and categories.
- Clean and code data; check duplicates, ranges and temporal consistency.
- Specify validation rules, queries and analysis transformations.
What you receive
- Reviewed CRF or specification and data dictionary.
- Prepared database and unresolved issue log.
- Transformation code and change traceability.
Frequently asked questions
Does this include an eCRF in REDCap or another EDC?
The base service covers design and specifications. Platform configuration depends on access, permissions, validation and available expertise and is scoped separately.
Related services
Scientific Software, Dashboards & Automation
Reproducible R and Python pipelines, analytical applications and dashboards for biomedical research, quality checks and scientific reporting.
Discuss your project
Describe the objective, study stage and deadline. We will confirm fit, deliverables, timing and a quote based on complexity and data quality.
Do not email patient, clinical or confidential study data. Access and the working environment are agreed before materials are shared.
Discuss your project