Clinical Notes
From hidden narrative to integrated, research-ready facts — at scale.
Data that’s been missing from your real-world evidence — until now.
For as long as researchers have relied on structured health data, they have worked with only a fraction of what is actually known about each patient. The structured record — diagnoses, procedures, labs, medications — has carried modern health data research remarkably far. But the reasoning, the nuance, the clinical detail that distinguishes one patient from another: that lives in the narrative. And for most of the history of large-scale research, it has been out of reach.
This eBook explores what it takes to change that, both technologically and scientifically.
Inside, you’ll find:
- Why structured data alone leaves critical patient detail out of reach
- The real challenges of extracting clinical facts from unstructured notes at scale
- How TriNetX approaches extraction — starting with a research question, not an algorithm
- Why human judgment is built into every stage of the process
- How notes-derived facts integrate into workflows researchers already use
- Early results: what changes when narrative data enters the picture
From narrative text to research-ready data — at scale.
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