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#healthcare-analytics

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Automated Cohort Identification in Clarity: When Configurable Clinical Criteria Meet Messy Real-World Data

Clarity's automated cohort identification combines configurable clinical criteria with NLP over clinical notes. This blog walks through the engineering decisions—evidence weighting, FHIR data readiness rules, audit trails—and the trade-offs around vendor lock-in and model drift.

healthcare-analytics cohort-identification

clarityTasadduq Burneyowner29.3K rep · 08 Oct 2025, 23:17 UTC