AI RESEARCH

Nationwide EHR-Based Chronic Rhinosinusitis Prediction Using Demographic-Stratified Models

arXiv CS.LG

ArXi:2605.05213v1 Announce Type: new Chronic rhinosinusitis (CRS) is a common heterogeneous inflammatory disorder that causes substantial morbidity and healthcare costs. CRS is difficult to identify early from routine encounters, as symptom presentations overlap with common conditions such as allergic rhinitis, and heterogeneous phenotypes further obscure risk patterns. Prior predictive studies often rely on single-institutional cohorts, which reduce population-level generalizability.