Modular. Verified. Ready for NLP.
Bring clinical EHR narratives into focus with de-identified notes
Add color with notes
HealthVerity Notes unlock new context from the clinical record. They preserve the nuance of unstructured documentation at scale and are delivered as a modular dataset, securely anchored to HealthVerity IDs (HVIDs), to deepen patient understanding across your real-world data strategy.
Get a fuller picture
Critical insights aren’t always in codes.
From clinician observations to symptom progression, unstructured notes offer a dimension of clinical nuance that structured data often misses. With detect-and-replace logic and linguistic preservation, HealthVerity Notes de-identifies free-text documentation while retaining its analytical potential.
Context counts
Go beyond the data points.
HealthVerity Notes surface the ‘why’ behind patient care decisions by capturing real-world clinical reasoning, undocumented symptoms, and progression timelines. Linked by HVID, they’re interoperable with the HealthVerity ecosystem and ready to enrich your current RWD workflows.
Modular by design
Delivered as a standalone dataset—no technical lift required.
Verified and interoperable
Anchored with HVIDs to join with claims, EHR, and labs.
NLP-ready and grammatically intact
Preserves sentence structure for more accurate entity recognition and modeling.
Clinically relevant
Captures detail like symptoms, disease trajectory, and provider impressions—now made research-ready.
NLP for Notes
Turn documentation into insight.
HealthVerity partners with NLP vendors to deliver condition-specific processing, whether you need adverse event detection, severity classification, or symptom clustering. Your unstructured data becomes structured signal, built for action.
Don’t just follow the journey—take Notes
Precision medicine and real-world research demand depth. HealthVerity Notes deliver clinical nuance at scale—anchored, verified, and ready to enhance the quality of every patient journey you study.
Recommended for you
Best practices better research
Overcome the rising challenges of payer concentration, limited payer types, data discontinuity and source incompatibility.
A Guide to
Optimizing
Real-World Data:
Lab Results
HealthVerity Marketplace
Drag and drop data sources to explore intersections