98 citations · 108 across the 4 of their papers we have counts for
4 papers
Enabling Trade-offs in Privacy and Utility in Genomic Data Beacons and Summary Statistics
Rajagopal Venkatesaramani, Zhiyu Wan, Bradley A. Malin +1
The collection and sharing of genomic data are becoming increasingly commonplace in research, clinical, and direct-to-consumer settings. The computational protocols typically adopt…
A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation Models
Chao Yan, Yao Yan, Zhiyu Wan +5
Synthetic health data have the potential to mitigate privacy concerns when sharing data to support biomedical research and the development of innovative healthcare applications. Mo…
Defending Against Membership Inference Attacks on Beacon Services
Rajagopal Venkatesaramani, Zhiyu Wan, Bradley A. Malin +1
Large genomic datasets are now created through numerous activities, including recreational genealogical investigations, biomedical research, and clinical care. At the same time, ge…
Dynamically Adjusting Case Reporting Policy to Maximize Privacy and Utility in the Face of a Pandemic
J. Thomas Brown, Chao Yan, Weiyi Xia +5
Supporting public health research and the public's situational awareness during a pandemic requires continuous dissemination of infectious disease surveillance data. Legislation, s…