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Blog - Articles

RAG quality is decided before a query ever runs. See why chunking, terminology normalization, and de-identification determine whether clinical RAG retrieval is reliable.   Retrieval-augmented generation lets a clinical LLM...

Personalized treatment pathways require data engineering more than better models. See what Roche, MiBA, and Guideline Central built to get there in production. Personalized medicine matches treatment to a patient's...

Digital pathology is generating data faster than most healthcare organizations can safely share it. A single whole-slide image (WSI) can weigh in at several gigabytes, and every one of them...

HEDIS and Medicare Advantage Star Ratings both depend on evidence that often lives only in unstructured clinical text: discharge summaries, referral letters, physician progress notes. Structured claims data alone misses...
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