Tag: Healthcare
All the articles with the tag "Healthcare".
-
Predicting patient risk with scikit-learn on top of HCC suspecting data
A Random Forest classifier on Tuva's hcc_suspecting__summary table, using age, sex, paid amount, and condition count to predict which patients have above-median HCC gaps.
-
Running the Tuva Project on DuckDB — what breaks and how to fix it
Tuva 0.17.2 on DuckDB 1.10 with dbt 1.11 produces three distinct failure modes. This is what actually broke and how each one was fixed.
-
What 167k synthetic Medicare claims taught me about US healthcare data
Running the Tuva Project on 167k synthetic Medicare claims reveals the structural complexity of US healthcare data — before you've dealt with a single real data quality issue.
-
What is the Tuva Project and why should data engineers care
The Tuva Project is an open-source dbt package that transforms raw healthcare claims into analytics-ready mart tables covering HEDIS, HCC, CCSR, readmissions, and data quality. This is what it actually does and why it matters.