HealthVerity Notes

HealthVerity Notes is a modular, de-identified dataset that transforms unstructured clinical documentation into actionable real-world insights. Built from over 2.5 billion EHR notes, it preserves the nuance of free-text narratives while ensuring privacy and interoperability. HealthVerity Notes enhances patient journey analysis by unlocking clinical context often missed in structured data.

Features

• De-Identified Clinical Narratives: Uses detect-and-replace logic to remove PII while preserving linguistic structure.
• Modular Dataset Delivery: Ready for use without technical lift, anchored to HealthVerity IDs (HVIDs).
• NLP-Ready Format: Maintains grammatical integrity for accurate natural language processing.
• Clinically Rich Content: Captures undocumented symptoms, disease progression, and provider impressions.
• Secure and Compliant: Built to meet HIPAA standards and privacy-preserving requirements.

Capabilities

• Contextual Depth: Adds real-world clinical reasoning to structured datasets.
• Interoperability: Seamlessly links with claims, labs, and EHR data via HVIDs.
• Scalable Analysis: Supports research across therapeutic areas and population sizes.
• Condition-Specific NLP: Enables adverse event detection, symptom clustering, and severity classification.
• Longitudinal Insights: Tracks patient journeys over time with enriched documentation.

Benefits

• Enhanced Research Quality: Improves accuracy and depth of real-world evidence.
• Faster Insight Generation: Reduces time spent structuring and cleaning unstructured data.
• Improved Patient Understanding: Reveals the “why” behind clinical decisions and outcomes.
• Greater Analytical Power: Supports advanced modeling and predictive analytics.
• Regulatory Confidence: Enables use in HEOR, pharmacovigilance, and clinical development.