Utility metrics for evaluating synthetic health data generation methods: validation study K El Emam, L Mosquera, X Fang, A El-Hussuna JMIR medical informatics 10 (4), e35734, 2022 | 29 | 2022 |
Validating a membership disclosure metric for synthetic health data K El Emam, L Mosquera, X Fang JAMIA open 5 (4), ooac083, 2022 | 14 | 2022 |
Evaluating the Utility and Privacy of Synthetic Breast Cancer Clinical Trial Data Sets S El Kababji, N Mitsakakis, X Fang, AA Beltran-Bless, G Pond, ... JCO Clinical Cancer Informatics 7, e2300116, 2023 | 4 | 2023 |
An evaluation of the replicability of analyses using synthetic health data K El Emam, L Mosquera, X Fang, A El-Hussuna Scientific Reports 14 (1), 6978, 2024 | 1 | 2024 |
Can synthetic data accurately mimic oncology clinical trials? S El Kababji, N Mitsakakis, X Fang, AA Beltran-Bless, GR Pond, ... Journal of Clinical Oncology 41 (16_suppl), 1554-1554, 2023 | 1 | 2023 |
Sparse Covariance and Precision Random Design Regression X Fang, S Winter, AB Kashlak Recent Developments in Mathematical, Statistical and Computational Sciences …, 2021 | | 2021 |