Data2Evidence
Effortlessly turn siloed clinical raw data into actionable insights.
Data2Evidence bridges the gap between clinical data and cutting-edge research. Our platform enables seamless access to your high-quality, interoperable datasets, empowering researchers to drive groundbreaking discoveries in evidence-based and personalized medicine. Let's unlock the potential of global health data - together.
Unlock the power of OMOP health data
Data2Evidence is an open-source platform designed to accelerate OMOP-based research through end-to-end workflows -- from raw data to actionable insights. With native OMOP support at its core, it enables intuitive cohort creation with real-time feedback and feasibility checks, helping researchers iterate and refine faster. The platform features transparent and reproducible ETL pipelines with flexible mapping capabilities, ensuring trust and traceability throughout the data journey.
Designed for collaboration, Data2Evidence includes powerful tools for data exploration and statistical analysis in Python and R, and integrates with high-performance computing (HPC) environments to support machine learning workflows at scale.
Its privacy-first architecture and fine-grained, role-based access control make it a secure choice for institutions working with sensitive health data or participating in federated research initiatives.
Deployed via scalable, container-based infrastructure, the platform is open source and fully extensible — continuously evolving based on real-world input from the community it serves.
Benefits of Data2Evidence at a glance
All-in-One Workflow
Move from raw data to actionable cohorts, quality checks, analytics, and export — in one coherent environment.
Designed for Usability
A clean, modern interface helps researchers stay focused, minimizing technical overhead and decision fatigue.
Reliable, Reproducible Studies
Built-in validation and consistent workflows promote trust and reduce variation across studies.
Fast Setup, Low Barriers
Lightweight installation and ready-to-use defaults enable fast onboarding without expert DevOps knowledge.
Beyond the OHDSI Stack
From interactive cohort building tools and notebooks to ML-ready datasets, D2E unlocks capabilities that go further than existing OHDSI tools.
Built to Evolve
Research evolves and so does D2E. Your feedback and use cases directly inform our development roadmap.
A quick overview
A deep dive
Data2Evidence is open source
Transparent and trustworthy.
Avoid vendor lock-in and ensure long-term sustainability.
Ensure collaboration through open source technology.
Data2Evidence in action
Improving patient care by advancing biomedical research in digital health and artificial intelligence.
Data4Life contributes to the AI ready platform at Mount Sinai (AIR·MS), giving researchers access to vast datasets across the Mount Sinai Health System
More about AIR·MS
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