Lucy Mosquera
Aetion (United States)(US)Canadian Institute for Energy Training(CA)
Publications by Year
Research Areas
Privacy-Preserving Technologies in Data, Machine Learning in Healthcare, Statistical Methods in Clinical Trials, Ethics in Clinical Research, Health Systems, Economic Evaluations, Quality of Life
Most-Cited Works
- → Can synthetic data be a proxy for real clinical trial data? A validation study(2021)99 cited
- → Evaluating Identity Disclosure Risk in Fully Synthetic Health Data: Model Development and Validation(2020)83 cited
- → Utility Metrics for Evaluating Synthetic Health Data Generation Methods: Validation Study(2022)65 cited
- → Optimizing the synthesis of clinical trial data using sequential trees(2020)44 cited
- → Evaluating the utility of synthetic COVID-19 case data(2021)43 cited
- → A method for generating synthetic longitudinal health data(2023)38 cited
- → Validating a membership disclosure metric for synthetic health data(2022)36 cited
- → Evaluating the Utility and Privacy of Synthetic Breast Cancer Clinical Trial Data Sets(2023)22 cited
- → An evaluation of the replicability of analyses using synthetic health data(2024)21 cited
- → Measuring re-identification risk using a synthetic estimator to enable data sharing(2022)18 cited