2 papers
stat.ME2026
Designing Ambiguity-Aware Clerical Review: A Stratified Sampling Framework for Record Linkage and Deduplication
Joseph Lam, Amaia Imaz Blanco, Efrosini Setakis +6
Clerical review of candidate record pairs remains the de facto gold standard for evaluating record linkage, but it is resource-intensive and often designed informally. We propose a…
cs.AI2026
A Pipeline for Generating Longitudinal Synthetic Clinical Notes Using Large Language Models
William Poulett, Alice Waterhouse, Ben Wallace +4
Synthetic data is increasingly used to enable the development and evaluation of AI systems in domains where access to real-world data is restricted. In healthcare, clinical documen…