Author

Michael Tran

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Open access Oct 2026

Release-aware, SAS-equivalent Elixhauser comorbidity scoring in R: cross-implementation validation and application to Texas inpatient discharges

The Elixhauser comorbidity measures are among the most widely used risk adjusters in administrative health data. Their reference implementation, published by the Agency for Healthcare Research and Quality (AHRQ) as SAS programs, has eleven annual releases in two families, one screening pre-existing conditions on the pr...

M. Tran, D. Pei · medRxiv · 0 citations

Review Aug 2026

Characterizing the Quality Profile of AI-Generated C++ in Production

AI-generated C++ code has a distinct quality profile, showing higher rates of interface and coupling burdens, copy and allocation overheads, and a reliance on explicit loops over optimized standard APIs, which translates into tangible downstream costs, including increased review effort and a 5-8% increase in compute re...

Michael Tran, Fred Lewis, Kun Yang et al. · 1 citation