3 papers
cs.AI2026
Bayesian Selective Latent Inference for Wastewater-First Influenza Monitoring
Yixuan Zhang, Yang Song, Hao Wang +2
Wastewater influenza surveillance can reveal community circulation before clinical reporting, but wastewater alone is not a fully identifiable proxy for human burden. Existing wast…
stat.AP2025
Evaluation of clinical utility in emulated clinical trials
Johannes Hruza, Arvid Sjölander, Erin Gabriel +2
Dynamic treatment regimes have been proposed to personalize treatment decisions by utilizing historical patient data, but they may not always improve on the current standard of car…
stat.ME2025
Nonparametric Bounds for Evaluating the Clinical Utility of Treatment Rules
Johannes Hruza, Erin Gabriel, Arvid Sjölander +2
Evaluating the value of new clinical treatment rules based on patient characteristics is important but often complicated by hidden confounding factors in observational studies. Sta…