2 papers
q-bio.QM2025
GOPHER: Optimization-based Phenotype Randomization for Genome-Wide Association Studies with Differential Privacy
Anupama Nandi, Seth Neel, Hyunghoon Cho
Genome-wide association studies (GWAS) are an essential tool in biomedical research for identifying genetic factors linked to health and disease. However, publicly releasing GWAS s…
cs.LG2025
Generating Synthetic Electronic Health Record Data: a Methodological Scoping Review with Benchmarking on Phenotype Data and Open-Source Software
Xingran Chen, Zhenke Wu, Xu Shi +2
We conduct a scoping review of existing approaches for synthetic EHR data generation, and benchmark major methods with proposed open-source software to offer recommendations for pr…