2 papers
cs.LG2026
Evaluating Type-1 Diabetes Digital Twins by Decision Quality
Victor Li, Owen Tucker, Michael S. Hughes +2
A digital twin (DT) for type 1 diabetes (T1D) can predict how an individual's blood glucose will respond to different insulin treatments without actually trying them. For each trea…
cs.CR2026
Auditing the Privacy of Synthetic Gene Expression Data: A Unified Weighted-Distance Framework for No-Box Membership Inference
Owen Tucker, Lily Wang, Harutoshi Okumura +2
Synthetic gene expression data is increasingly proposed as a privacy-preserving substitute for controlled-access genomic repositories, but its safety depends on empirical auditing.…